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Awesome MCP Servers

A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more.

🔥 Acknowledgements

This directory was built and is maintained using the Ever Works Directory Builder platform.
The public-facing website is based on the open-source Directory Website Template.

📑 Table of Contents

Mcp Server Directories & Lists

  • AiMCP - A web directory of MCP clients and servers that helps developers discover, compare, and choose the right Model Context Protocol tools. (Read more) directory curated-list mcp
  • Anthropic MCP Servers Collection - An open-source collection of example MCP servers (TypeScript and Python) managed by Anthropic and the Model Context Protocol community, including servers for memory, filesystem access, Git, GitHub, Postgres, and more. (Read more)
  • Atlassian MCP Server - An MCP server hosted by Atlassian at mcp.atlassian.com, providing MCP-based access to Atlassian products and data streams over SSE. (Read more)
  • Atlassian MCP Server (Rovo IDE Integration) - Atlassian’s MCP-based integration for IDEs, used by Rovo to connect tools like Jira, Confluence, and other Atlassian products to AI assistants. The Atlassian CLI MCP server can be registered in environments like Warp so models can query and act on Atlassian project data from within the editor. (Read more)
  • Awesome Crypto MCP Servers - A curated GitHub awesome list of crypto-focused Model Context Protocol (MCP) servers, maintained by Luke Fan (badkk). (Read more)
  • Awesome MCP Servers (appcypher) - A curated awesome list of Model Context Protocol servers compiled by Stephen Akinyemi (appcypher). (Read more)
  • Awesome MCP Servers (punkpeye) - A curated list of MCP servers by Frank Fiegel (punkpeye), serving as a comprehensive directory of popular MCP server integrations. (Read more)
  • Awesome MCP Servers (wong2) - A well-known awesome list of MCP servers curated by wong2, cataloging top Model Context Protocol server implementations and integrations. (Read more)
  • Awesome Remote MCP Servers - A curated GitHub repository listing remote Model Context Protocol (MCP) servers, including categories, authentication details, and usage examples for integrating MCP servers with LLM clients. It serves as a central directory for discovering and contributing OAuth 2.0–enabled remote MCP servers. (Read more) curated-list directory mcp
  • awesome-mcp-list - A curated GitHub repository that maintains a concise list of MCP (Model Context Protocol) servers. It serves as a directory of available MCP servers, aiming to help developers quickly discover and explore MCP-compatible server implementations, tools, and related resources. (Read more) curated-list directory mcp
  • AWS KB Retrieval - An MCP server that retrieves content from AWS Knowledge Bases using the Amazon Bedrock Agent Runtime, enabling LLMs to query AWS-hosted knowledge resources. (Read more)
  • AWS S3 MCP Server - A sample Model Context Protocol (MCP) server for AWS S3 that allows LLMs to flexibly fetch objects from S3 buckets, such as PDF documents, for retrieval and processing. (Read more)
  • Best of MCP Servers - A GitHub-hosted, automatically ranked and weekly updated curated list of approximately 400 Model Context Protocol (MCP) servers, grouped into 34 categories and scored using project-quality metrics collected from GitHub and package managers. It serves as a centralized directory for discovering top MCP servers and their ecosystems. (Read more) curated-list directory tool-discovery
  • BigQuery MCP Server (LucasHild) - An MCP server for Google BigQuery that allows LLMs to inspect database schemas and execute SQL queries directly against BigQuery datasets. (Read more)
  • Brave Search - An MCP server providing web and local search via the Brave Search API, allowing LLMs to perform privacy-focused internet queries. (Read more)
  • Chroma - An MCP-compatible vector database server for semantic document search and metadata filtering, built on top of the Chroma vector database. (Read more)
  • code-executor - An MCP server that allows LLMs to execute Python code inside a specified Conda environment, enabling safe, tool-based code execution workflows. (Read more)
  • codemirror-mcp - codemirror-mcp is a CodeMirror extension that implements the Model Context Protocol for clients, enabling resource mentions and prompt commands within the editor. (Read more)
  • cognee-mcp - A GraphRAG-focused MCP memory server that provides customizable data ingestion, processing, and search over graph-based knowledge representations. (Read more)
  • Context7 MCP Server Demo - An example MCP server that integrates Context7 with Warp to experiment with bringing external data and best-practice recommendations into development workflows, such as updating an Astro project via MCP tools. (Read more)
  • Dataset Viewer - An MCP server that lets users browse and analyze Hugging Face datasets, including search, filtering, statistics, and data export capabilities. (Read more) datasets data-exploration
  • Ai Agent Marketplace Index Mcp - Provides a searchable index and marketplace of 5000+ AI agents and tools, allowing users to discover and monitor MCP servers for various tasks. (Read more) directory ai-agent mcp curated-list marketplace
  • Airtable MCP Server (felores) - A Model Context Protocol server for Airtable that exposes Airtable data and operations to LLMs for database-driven workflows. (Read more)
  • AlphaVantage MCP Server - An MCP server for the AlphaVantage stock market data API, enabling LLMs to fetch real-time and historical financial and market data. (Read more)
  • Anki MCP Server - An MCP server that connects LLMs to Anki, allowing interaction with decks and cards for querying, creating, and updating spaced-repetition flashcards. (Read more)
  • ArangoDB MCP Server - An MCP server that exposes ArangoDB database capabilities to LLMs, enabling schema-aware querying and manipulation of ArangoDB collections and graphs. (Read more)
  • Awesome Awesome MCP Servers - A curated GitHub repository listing top Model Context Protocol (MCP) servers, providing direct access to a variety of MCP server implementations and resources. Highly relevant as the central directory for discovering and contributing to MCP servers. (Read more) curated-list directory mcp open-source
  • awesome mcp projects - A GitHub repository that appears intended as a curated list of MCP (Model Context Protocol) projects and resources. The current repository primarily contains HTML and minimal visible content, suggesting it is an early-stage or placeholder list for MCP-related servers and tools rather than a fully populated directory. (Read more) curated-list directory mcp
  • Awesome MCP Servers - A curated GitHub repository listing production-ready and experimental Model Context Protocol (MCP) servers. These servers enable AI models to interact securely with local and remote resources, such as file systems, databases, version control, and more, through standardized MCP implementations. Multiple repositories exist with similar content, including those by strickvl, fmerian, and haris-musa. (Read more) curated-list directory mcp open-source
  • Awesome MCP Servers - Data Analytics - A curated category within the Awesome MCP Servers list focused on MCP-compatible data analytics servers and tools. This section collects Model Context Protocol (MCP) servers that provide analytics-related capabilities, such as querying, transforming, and analyzing data sources via standardized MCP interfaces. (Read more) curated-list directory data-analysis
  • Base Free USDC Transfer MCP Server - An MCP server that enables LLMs to send USDC on the Base network for free using Coinbase CDP wallet infrastructure, integrating on-chain transfers into AI workflows. (Read more)
  • CFBD API MCP Server - An MCP server for the College Football Data (CFBD) API that lets LLMs query structured college football statistics and related data. (Read more)
  • ChatSum MCP Server - An MCP server that allows LLMs to query and summarize chat messages, enabling conversational log analysis and condensation. (Read more)
  • Chroma Package Search MCP Server - A Chroma-hosted MCP server for package searching at mcp.trychroma.com, allowing tools to query packages through the Model Context Protocol. (Read more)
  • ClaudePost - An MCP server that integrates with Gmail to enable secure email management tasks such as searching, reading, and sending emails from within MCP-compatible clients. (Read more)
  • Cloudinary - A Cloudinary MCP server that lets MCP clients upload media assets to Cloudinary and retrieve their URLs and metadata. (Read more)
  • coin_api_mcp - An MCP server that exposes CoinMarketCap cryptocurrency market data to MCP-compatible clients for querying prices and market information. (Read more)
  • Compass - MCP Compass is a discovery and recommendation service that helps AI assistants find and understand MCP servers using natural language queries. It's directly relevant as a tool to locate and interact with MCP servers. (Read more) mcp discovery tool-discovery Ai Assistant
  • Create Kotlin MCP Server Sample - Sample Kotlin-based MCP server template included in the Kotlin SDK, demonstrating best practices and providing a starting point for building custom MCP servers in Kotlin. (Read more)

Database & Messaging Mcp Servers

  • Airtable MCP Server - Official Airtable MCP server enabling AI tools to connect directly to Airtable bases. Supports schema inspection, record management, field operations, and data analysis through natural conversation with full permission respect and API rate limiting. (Read more) Spreadsheet Database No Code
  • ClickHouse MCP Server - Official ClickHouse MCP server enabling AI assistants to interact with ClickHouse analytics databases. Provides query execution, database inspection, and table management with built-in safety features for the world's fastest analytical database. (Read more) Analytics Database Real Time
  • MongoDB MCP Server - Official MongoDB MCP server connecting MongoDB deployments to AI-powered developer tools. Enables data exploration, database operations, and context-aware code generation via natural language for Atlas, Community, and Enterprise. (Read more) Database Nosql Mongodb
  • PostgreSQL MCP Server - Model Context Protocol server providing secure PostgreSQL database operations. Enables AI assistants to interact with Postgres databases through natural language with schema introspection, read-only safety, performance analysis, and multi-database support. (Read more) Postgresql Database Sql
  • Redis MCP Server - Official Redis MCP server providing natural language interface for cache and key-value database management. Enables AI-driven workflows to interact with Redis data structures including hashes, lists, sets, sorted sets, streams with search and filtering capabilities. (Read more) Cache Key Value Store In Memory
  • Supabase MCP Server - Official Supabase MCP server connecting AI assistants directly with Supabase projects. Enables database design, data querying, project management, and branch management with comprehensive security features including read-only mode and project scoping. (Read more) Postgresql Database Backend As A Service
  • Upstash MCP Server - Serverless data platform MCP server providing low-latency Redis and Kafka integration with per-request pricing, scaling to zero when not in use, perfect for variable workload MCP implementations. (Read more) Serverless Redis Kafka
  • Weaviate MCP Server - Official Weaviate vector search MCP server enabling AI agents to interact with Weaviate vector database through hybrid search, semantic search, and keyword search capabilities via the Model Context Protocol. (Read more) Vector Search Semantic Search Hybrid Search

Ai Integration Mcp Servers

  • Knowledge Graph Memory MCP Server - Official Anthropic MCP server implementing persistent memory using local knowledge graph. Stores entities, relations, and observations in memory.json file, enabling AI to remember user information across chats with full privacy control. (Read more) Memory Knowledge Graph Persistence
  • LlamaIndex MCP Server - LlamaIndex MCP integration enabling AI agents to query managed vector indexes for knowledge retrieval, with hybrid tools combining pre-indexed data and native MCP interfaces for optimal performance. (Read more) Rag Vector Search Knowledge Retrieval
  • Pinecone MCP Server - Official Pinecone MCP servers for vector database operations and embeddings. Includes Pinecone Assistant MCP (remote and local) and Pinecone Developer MCP enabling semantic search, RAG implementations, and in-IDE documentation search with integrated embedding support. (Read more) Vector Database Embeddings Semantic Search
  • Sequential Thinking MCP Server - Official Anthropic MCP server enabling dynamic and reflective problem-solving through structured thinking sequences. Provides external scratchpad for AI to break down complex problems, maintain context, and create transparent reasoning trails. (Read more) Reasoning Problem Solving Ai Enhancement
  • Vectara RAG MCP Server - Vectara-MCP provides agentic applications with fast, reliable RAG through the Model Context Protocol. Leverages Vectara's Trusted RAG platform with semantic search, hallucination detection, and grounded generation capabilities. (Read more) Rag Semantic Search Vector Database

Business & Commerce Mcp Servers

  • HubSpot MCP Server - Official HubSpot MCP server providing secure access to CRM data for AI assistants. Supports read-only access to contacts, companies, deals, tickets, carts, products, orders with built-in vector storage, caching, and natural language CRM interaction. (Read more) Crm Marketing Sales Automation
  • Salesforce MCP Server - Official Salesforce Hosted MCP server enabling AI agents to securely access CRM data. Provides read/write access to Accounts, Contacts, Cases, and other Salesforce objects through natural language with Agentforce integration and zero custom code required. (Read more) Crm Sales Customer Management
  • Shopify Storefront MCP Server - Official Shopify MCP server providing structured access to e-commerce data. Enables product discovery, cart management, order tracking, and store information through natural language with MCP UI for interactive components. (Read more) E Commerce Storefront Shopping
  • Stripe MCP Server - Official Stripe MCP server enabling AI agents to interact with Stripe's payment API and knowledge base. Provides 23 comprehensive tools for payment processing, customer management, and financial operations with OAuth authentication and remote server hosting. (Read more) Payments E Commerce Billing
  • Zendesk MCP Server - Official Zendesk MCP server app providing secure access to Zendesk Support, enabling natural language queries for ticket analysis, AI-powered categorization, and comprehensive help center integration. (Read more) Customer Support Helpdesk Ticketing

Development Tools Mcp Servers

  • FastMCP Framework - The fast, Pythonic framework for building MCP servers, clients, and applications with decorator-based API, transforming Python functions into MCP-compatible tools, resources, and prompts. (Read more) Python Framework Sdk
  • Figma MCP Server - Official Figma MCP server bringing design directly into AI workflows. Enables design-to-code, live UI capture to editable frames, design system integration with Code Connect, and seamless collaboration between designers and developers through VS Code, Cursor, and Claude Code. (Read more) Design Ui Ux Collaboration
  • JetBrains MCP Server - Official JetBrains MCP server enabling external AI clients to access IDE tools including file analysis, symbol information, refactoring, and project metadata. Works with IntelliJ IDEA, PyCharm, WebStorm, Android Studio, and all JetBrains IDEs. (Read more) Ide Integration Jetbrains Code Analysis
  • LangSmith MCP Server - Official LangChain MCP server for LangSmith providing conversation history, tracing, datasets, experiments, and billing usage access with comprehensive observability for AI applications. (Read more) Tracing Observability Langchain
  • Postman MCP Server - Official Postman remote MCP server connecting Postman to AI agents for secure API workflow automation, including testing APIs, generating code from definitions, and managing collections through natural language. (Read more) Api Testing Development Api Management
  • Time MCP Server - Official Anthropic MCP server providing time and timezone conversion tools. Returns current time, date, UTC offset, and DST status for any IANA timezone with automatic system timezone detection. (Read more) Timezone Datetime Utilities

Cloud & Devops Mcp Servers

  • AWS MCP Server - Official fully managed AWS MCP server providing AI assistants with secure access to over 15,000 AWS APIs. Enables natural language infrastructure management, AWS documentation access, and pre-built workflows for common tasks with IAM-based security and CloudTrail audit logging. (Read more) Cloud Aws Infrastructure
  • Azure MCP Server - Official Microsoft Azure MCP server enabling AI-powered development tools to interact with Azure cloud services. Provides Entra ID authentication, Azure CLI integration, resource management across Cosmos DB, Storage, Log Analytics with support for Python, .NET, and VS Code. (Read more) Cloud Microsoft Azure
  • Cloudflare Workers MCP Server - Official Cloudflare MCP server providing access to over 2,500 Cloudflare API endpoints across DNS, Workers, R2, Zero Trust, and all Cloudflare products. Uses innovative Codemode technique for scalable API integration running in isolated Dynamic Worker sandboxes. (Read more) Edge Computing Serverless Cdn
  • Kubernetes MCP Server - Model Context Protocol server for Kubernetes and OpenShift enabling AI-powered cluster management. Native Go implementation directly interacting with Kubernetes API, supporting kubectl, helm, istioctl, and argocd operations with multi-cluster support. (Read more) Kubernetes Orchestration Cluster Management

Messaging Mcp Servers

  • Intercom MCP Server - Official Intercom MCP server powered by Cloudflare infrastructure, enabling secure real-time connection between external AI systems and Intercom data including conversations, contacts, and customer messaging. (Read more) Customer Messaging Chat Support
  • Resend MCP Server - Official developer-first email MCP server for Resend platform enabling AI assistants to send emails, manage contacts, broadcasts, domains, and campaigns with excellent deliverability through a clean API. (Read more) Email Developer Tools Communications
  • Slack MCP Server - Official Slack MCP server enabling AI assistants to search channels, send messages, manage canvases, and interact with Slack workspaces. Supports message threading, user search, and rich document creation through the Model Context Protocol. (Read more) Collaboration Messaging Team Communication
  • Twilio MCP Server - Official Twilio Alpha MCP server exposing all Twilio APIs as MCP tools. Enables AI assistants to send SMS/MMS messages, make voice calls, manage contacts, and access account resources with 20.6% faster task completion. (Read more) Sms Voice Communications
  • Discord MCP Server - Model Context Protocol server enabling AI assistants to interact with Discord communities. Provides 128 operations covering messages, moderation, channels, roles, events with full administrative control and support for slash commands and threaded conversations. (Read more) Community Chat Gaming
  • SendGrid MCP Server - Model Context Protocol server for Twilio SendGrid v3 API enabling AI agents to send emails, manage templates, track statistics, and automate email workflows through natural language commands. (Read more) Email Marketing Automation
  • Telegram MCP Server - Comprehensive Telegram integration for Claude and MCP clients powered by Telethon. Enables AI assistants to read chats, manage groups, send messages, upload media, and perform extensive Telegram operations with automatic message splitting and error handling. (Read more) Messaging Telegram Bot Automation

Repository & Code Analysis Mcp Servers

  • Git MCP Server - Official Anthropic MCP server providing tools to read, search, and manipulate Git repositories. Enables AI assistants to analyze version control history, manage branches, and interact with local Git repositories with comprehensive security updates. (Read more) Version Control Git Code Analysis
  • GitHub MCP Server - Official Anthropic MCP server for GitHub repository management, file operations, and API integration. Enables AI assistants to handle issues, pull requests, code analysis workflows, and file structure mapping with comprehensive GitHub API access. (Read more) Github Version Control Code Management
  • GitLab MCP Server - Official GitLab MCP server enabling AI tools to securely connect to GitLab instances. Provides project management, issue tracking, merge request creation, CI/CD pipeline operations with OAuth 2.0 Dynamic Client Registration and comprehensive DevOps workflow automation. (Read more) Git Ci Cd Devops
  • Sourcegraph Cody MCP - AI code assistant with MCP support providing universal code search capabilities across multiple repositories, enabling AI agents to leverage powerful code navigation and search tools through Model Context Protocol. (Read more) Code Search Ai Assistant Code Navigation

Project Management Mcp Servers

  • Jira MCP Server - Official Atlassian Rovo MCP server for Jira and Confluence integration. Enables AI assistants to manage issues, projects, workflows, comments, and worklogs with JQL search, development insights, and secure OAuth authentication for Cloud and Data Center deployments. (Read more) Issue Tracking Project Management Atlassian
  • Linear MCP Server - Linear MCP server providing standardized interface to Linear's issue tracking system. Enables project management, issue tracking, and automation with 21 specialized tools for comprehensive Linear integration including advanced search and team management. (Read more) Issue Tracking Project Management Agile
  • Miro MCP Server - Official Miro hosted MCP server providing secure access to collaborative whiteboard features, enabling AI assistants to create sticky notes, manage boards, and handle enterprise features through 80+ tools. (Read more) Collaboration Whiteboard Visual Collaboration
  • Trello MCP Server - Model Context Protocol server for Trello board management, providing comprehensive tools for interacting with cards, lists, comments, and board activities through AI assistants. (Read more) Project Management Kanban Task Tracking

Cloud & Devops Mcp Servers

  • AWS MCP Essential Setup - A remote, managed MCP server hosted by AWS that provides comprehensive AWS API access, up‑to‑date AWS documentation, and support for agent SOPs to manage and explore AWS resources via natural language. It includes command validation, security controls, and coverage of all AWS services for infrastructure management and operations. (Read more) Aws managed Cloud
  • awslabs/mcp - Official AWS MCP servers that provide seamless Model Context Protocol integration with a wide range of AWS services and resources, enabling AI assistants to interact with AWS infrastructure programmatically. (Read more) Aws Cloud Infrastructure
  • 1panel Mcp - Automates website deployment to 1Panel servers, offering static site creation, build file uploads, and deployment statistics via a Node.js Express interface, exemplifying deployment automation with MCP servers. (Read more) mcp deployment Automation nodejs
  • Alibaba Cloud MCP Server - An MCP Server integration for Alibaba Cloud services, allowing MCP clients to interact with Alibaba’s cloud computing resources. (Read more) alibaba-cloud Cloud Infrastructure
  • alibaba-cloud-ops-mcp-server - An MCP server for operating resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS, and other common Alibaba Cloud products via the MCP protocol. (Read more) mcp Cloud alibaba-cloud Automation
  • Amazon Data Processing MCP Server - An MCP server providing comprehensive data processing tools and real-time pipeline visibility across AWS Glue and Amazon EMR-EC2, allowing MCP-based agents to orchestrate and monitor AWS data pipelines. (Read more) Aws data-processing pipelines
  • Amazon ECS MCP Server - An MCP server for managing Amazon Elastic Container Service (ECS) resources, supporting container orchestration and ECS application deployment through MCP-compatible clients. (Read more) Aws Containers Orchestration
  • Amazon EKS MCP Server - An MCP server offering Kubernetes cluster management and application deployment on Amazon EKS, enabling MCP agents to operate Kubernetes workloads on AWS. (Read more) Aws Kubernetes Cluster Management
  • Amazon SageMaker Unified Studio MCP for Spark Upgrade - MCP server offering Apache Spark upgrade and migration tooling via SageMaker Unified Studio, helping modernize Spark applications and clusters for AWS Glue and EMR using MCP interfaces. (Read more) Aws spark migration
  • Appcircle MCP Server - An MCP Server that integrates with Appcircle to provide access to its automated mobile DevOps and CI/CD capabilities from MCP-compatible clients. (Read more) cicd mobile Devops
  • AppDrag MCP Server - An MCP Server for AppDrag, connecting its serverless development platform to MCP agents so they can manage and orchestrate serverless resources. (Read more) Serverless Cloud app-management
  • AppVeyor MCP Server - An MCP Server integrating AppVeyor’s CI/CD service for Windows, Linux, and macOS, enabling MCP-based automation around build, test, and deployment pipelines. (Read more) cicd Cloud Automation
  • Appwrite MCP Server - An MCP Server for Appwrite that exposes Appwrite’s backend-as-a-service capabilities—authentication, databases, functions, storage, and messaging—to MCP-compatible clients and agents. (Read more) backend Authentication storage
  • Aptible - A compliance-focused MCP server platform ideal for HIPAA-regulated and security-sensitive apps, offering production-ready infrastructure and robust security features. (Read more) compliance Security managed Cloud
  • AWS API MCP Server - Core AWS MCP server that executes AWS CLI-style operations, enabling broad interaction with AWS services and resources via the Model Context Protocol. (Read more) Aws Cloud Infrastructure
  • AWS CDK MCP Server - MCP server focused on AWS CDK workflows, enabling infrastructure-as-code development and security compliance checks through Model Context Protocol interactions. (Read more) Aws infrastructure-as-code Devops
  • AWS Cloud Control API MCP Server - MCP server for AWS Cloud Control API that provides comprehensive AWS resource CRUDL management with integrated security scanning, exposing standardized resource operations via MCP. (Read more) Aws infrastructure-as-code resource-management
  • AWS CloudFormation MCP Server - MCP server enabling direct Amazon CloudFormation resource management by leveraging the Cloud Control API, allowing assistants to manage stacks and resources programmatically. (Read more) Aws cloudformation infrastructure-as-code
  • AWS IoT SiteWise MCP Server - An MCP server exposing AWS IoT SiteWise capabilities for industrial IoT asset management, data ingestion, monitoring, and analytics. (Read more) iot industrial Monitoring
  • AWS Lambda MCP Server - A community MCP Server for AWS Lambda that enables serverless cost tracking and automation of Lambda functions from within the MCP ecosystem. (Read more) Aws lambda Cloud Automation mcp
  • Aws MCP - A Model Context Protocol (MCP) server that enables direct interaction with AWS services using the AWS SDK v2, allowing resource management and querying in cloud environments. (Read more) mcp Aws Cloud resource-management
  • AWS MSK MCP Server - An MCP server for managing, monitoring, and optimizing Amazon MSK (Managed Streaming for Apache Kafka) clusters with recommended best practices. (Read more) Aws Kafka streaming
  • AWS Pricing MCP Server - An MCP server that offers AWS pre-deployment cost estimation and optimization capabilities for conversational assistants. (Read more) Aws cost-optimization Cloud
  • AWS Serverless MCP Server - An MCP server that manages the complete AWS serverless application lifecycle using the SAM CLI for build, deploy, and operations. (Read more) Aws Serverless deployment
  • AWS Support MCP Server - An MCP server that helps users create and manage AWS Support cases programmatically through the Model Context Protocol. (Read more) Aws Support Cloud
  • azure-cli-mcp - Enables direct management of Azure resources through the Azure CLI, allowing users to list resources, fix configuration issues, and create new services using local credentials. Implements the Model Context Protocol (MCP), making it a notable MCP Server. (Read more) mcp Azure cli Cloud
  • azure-devops-mcp - Integrates with Azure DevOps to enable querying work items, creating tasks, searching code repositories, and retrieving project information via the Model Context Protocol (MCP). A valid MCP Server for DevOps workflows. (Read more) mcp Azure Devops Project Management
  • azure-mcp - The official Microsoft MCP server for Azure services, exposing Azure Storage, Cosmos DB, Azure Monitor, and related resources through the Model Context Protocol interface. (Read more) Azure Cloud Infrastructure
  • azure-resource-graph-mcp-server - An MCP server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to monitor Azure infrastructure via MCP. (Read more) mcp Azure Cloud Monitoring
  • bright8192/esxi-mcp-server - A VMware ESXi/vCenter management server based on MCP, providing REST API interfaces for virtual machine management via the MCP protocol. (Read more) mcp Cloud vmware Infrastructure open-source
  • Buildkite MCP Server - An MCP server for Buildkite CI/CD at https://mcp.buildkite.com/mcp, allowing MCP-compatible agents to interact with Buildkite pipelines and builds using OAuth2.1. (Read more) cicd pipelines Automation
  • BunnyCDN MCP Server - An MCP Server that integrates with BunnyCDN to manage and interact with its content delivery network services through MCP workflows. (Read more) Cdn Cloud performance
  • ByteNite MCP Server - An MCP Server for ByteNite, exposing its distributed computing resources for high-throughput applications within MCP-based automations. (Read more) distributed-computing high-performance Infrastructure
  • CDK MCP Server - An MCP server focused on AWS Cloud Development Kit (CDK) workflows, enabling AI assistants to generate and refine infrastructure-as-code implementations that follow AWS best practices and use the latest APIs. (Read more) Aws Infrastructure Automation
  • CircleCI MCP Server - An MCP Server integration for CircleCI that allows MCP clients to trigger, monitor, and manage CI/CD pipelines and workflows on the CircleCI platform. (Read more) cicd Automation Devops
  • Cisco Meraki MCP Server - An MCP Server that connects to Cisco Meraki’s cloud-based networking platform, providing access to wireless, switching, security, cameras, sensors, and related APIs via MCP. (Read more) networking Infrastructure Cloud
  • CloudBees MCP Server - An MCP Server that integrates with CloudBees’ software delivery platform, enabling MCP-based automation and governance workflows across CI/CD pipelines and DevOps processes. (Read more) cicd Devops Automation
  • Cloudflare (API key) MCP Server - An MCP Server for interacting with Cloudflare’s API using an API key, allowing MCP-based tools and workflows to manage CDN, DNS, security, and DDoS protection resources programmatically. (Read more) cloudflare dns Security
  • cloudflare-edge-mcp-server - An official MCP Server for Cloudflare Edge, providing edge-AI caching and the ability to deploy Cloudflare Workers via MCP integration. (Read more) mcp cloudflare edge ai-integration
  • Cloudstack MCP - An MCP server that enables natural language management of Apache CloudStack infrastructure, translating user requests into API calls for VM deployment, resource management, and infrastructure operations without requiring direct API knowledge. Directly relevant as an example of a specialized Model Context Protocol (MCP) server. (Read more) mcp Cloud cloudstack Infrastructure
  • Cloudtasks Mcp - An MCP server for interacting with Google Cloud Tasks queues and tasks using natural language, allowing management and handling of tasks via Claude Desktop. Illustrates the use of MCP servers for cloud task automation. (Read more) mcp Cloud google-cloud task-automation
  • Cloudwatch Logs Mcp - A Python-based MCP server providing direct access to AWS CloudWatch logs, with tools for listing log groups and retrieving filtered log entries, built on FastMCP and boto3. Demonstrates an MCP server for cloud log management. (Read more) mcp Aws cloudwatch logs
  • Clusters Api - An MCP server implementation providing endpoints for wallet-based authentication, cluster management, and name registration. Direct example of an MCP server for cluster operations. (Read more) mcp Cluster Management api Authentication
  • Codemagic MCP Server - An MCP Server integration for Codemagic, enabling MCP tools to orchestrate and monitor mobile-first CI/CD workflows within Codemagic pipelines. (Read more) cicd mobile Automation
  • containerinc-mcp - An MCP server that enables automating deployment of containerized applications directly from code editors, streamlining workflows through GitHub authentication and Docker image publishing. (Read more) container deployment Automation Github
  • Cortex MCP Server - A Cortex MCP server at https://mcp.cortex.io/mcp that integrates Cortex’s internal developer portal with MCP tools via API key authentication. (Read more) developer-portal Devops service-catalog
  • Cost Analysis MCP Server - An MCP server that provides cost estimation and analysis for AWS infrastructures, allowing AI assistants to answer questions about projected monthly costs, budgeting, and service-level expense breakdowns before deployment. (Read more) cost-optimization Aws Analytics
  • databricks-mcp-server - Databricks, via its Mosaic framework, provides MCP server capabilities that connect Delta Lake and ML pipelines to LLMs, focusing on enterprise-scale context delivery and AI-ready data preparation. (Read more) mcp databricks Cloud Enterprise ai-integration

Code Execution & Automation Mcp Servers

  • Microsoft Playwright MCP Server - Official Microsoft MCP server providing browser automation capabilities using Playwright. Enables LLMs to interact with web pages through structured accessibility snapshots, bypassing the need for screenshots or visually-tuned models. (Read more) Browser Automation Testing Microsoft
  • Puppeteer MCP Server - Model Context Protocol server providing browser automation via Puppeteer. Enables headless browser control, screenshot capture, JavaScript execution, and interaction with both new and existing Chrome windows with Docker deployment support. (Read more) Browser Automation Headless Browser Testing
  • BrowserAct MCP Server - Browser automation MCP server that transforms AI assistants into powerful automation engines, enabling web testing, scraping, and interaction capabilities through the Model Context Protocol. (Read more) Browser Automation Testing Web Scraping

Content Management Mcp Servers

  • Notion MCP Server - Official Notion MCP server providing AI tools with secure access to Notion workspaces. Hosted server optimized for AI with Markdown-based API, OAuth authentication, and full read-write capabilities for pages and databases. (Read more) Knowledge Base Documentation Collaboration
  • Sanity MCP Server - Official Sanity CMS MCP server connecting structured content directly to AI agents, providing 40+ tools for document operations, schema management, content releases, and AI-powered media generation through natural language. (Read more) Cms Structured Content Content Management
  • Obsidian MCP Server - Knowledge management MCP server for Obsidian vaults enabling AI interaction with notes. Provides comprehensive tools for reading, writing, searching, managing notes, tags, and frontmatter through the Obsidian Local REST API with automated vault management. (Read more) Note Taking Knowledge Base Markdown

Data Analysis & Exploration Mcp Servers

  • Mixpanel MCP Server - Official Mixpanel MCP server democratizing analytics access across organizations through natural language queries, providing a bridge between AI tools and Mixpanel product analytics data. (Read more) Product Analytics User Tracking Analytics
  • Snowflake MCP Server - Official Snowflake-managed MCP server enabling AI agents to securely retrieve data from Snowflake accounts. Provides Cortex AI tools, object management, SQL orchestration, semantic view querying with strict RBAC permission enforcement. (Read more) Data Warehouse Analytics Sql

File Management Mcp Servers

  • Filesystem MCP Server - Official Anthropic MCP server providing secure file operations with configurable access controls. Enables AI assistants to read, write, search, and manipulate files within defined directory boundaries with comprehensive permission management. (Read more) File Operations Security Access Control
  • Google Drive MCP Server - Model Context Protocol server providing secure integration with Google Drive, Docs, Sheets, Slides, and Calendar. Enables AI assistants to search, list, read files, and manage Google Workspace documents with OAuth 2.0 authentication and comprehensive file operations. (Read more) Cloud Storage Google Workspace File Management

Web Search Mcp Servers

  • Firecrawl MCP Server - Official Firecrawl MCP server providing powerful web scraping and search capabilities for Cursor, Claude, and other LLM clients, returning clean markdown or structured JSON with automatic retries and error handling. (Read more) Web Scraping Search Data Extraction
  • Perplexity MCP Server - Official Perplexity AI MCP server providing real-time web search, reasoning, and deep research capabilities through Sonar models, enabling AI assistants to access powerful search-augmented intelligence. (Read more) Search Ai Search Research

Ai Integration Mcp Servers

  • Basic Memory - Basic Memory is a local-first knowledge management MCP server that builds a semantic graph from Markdown files to provide persistent memory across LLM conversations. It integrates with the Model Context Protocol to expose your local notes and documents as a structured, queryable memory layer for AI tools and agents. (Read more) Memory knowledge-management local-files
  • 21st.dev Magic MCP - A community-driven, extensible MCP server implementation focused on flexibility for Claude-based AI agents. It offers customizable memory persistence and toolchains, suitable for indie developers and personal projects. (Read more) mcp claude Memory extensible
  • 5ire - 5ire is a cross-platform desktop AI assistant and MCP client, compatible with major service providers and supporting local knowledge bases and tools via Model Context Protocol servers. (Read more) Ai Assistant cross-platform Knowledge Base desktop
  • Agent-MCP - Agent-MCP is a framework and MCP server for building multi-agent systems that collaborate via the Model Context Protocol. It includes task management and coordination features, enabling complex AI workflows across multiple MCP tools and agents. (Read more) agent-framework Workflow ai-agents
  • Ai Expert Workflow Mcp - Facilitates structured product development via specialized AI roles using the Model Context Protocol, converting requirements into actionable tasks. Highlights workflow automation with MCP servers. (Read more) mcp ai-integration Workflow Automation product-development
  • Ai Humanizer Server - A Model Context Protocol (MCP) server that enhances AI-generated content to sound more natural and human-like, with features like AI detection and text refinement. Highly relevant as an example of an advanced MCP server implementation. (Read more) mcp ai-integration nlp content-refinement open-source
  • Ai Image Gen Mcp - An MCP-compliant server that generates images from text prompts using Replicate's model, demonstrating extensibility and protocol adherence in the MCP server ecosystem. (Read more) mcp image-generation generative-ai open-source replicate
  • Ai Prompts Mcp - A Model Context Protocol implementation for managing and serving AI prompts with a TypeScript architecture, showcasing MCP server capabilities for AI prompt management. (Read more) mcp prompt-management typescript ai-integration open-source
  • AI/ML API MCP Server - MCP server that connects to a unified AI/ML API, giving access to over 200 AI models through a single interface within the Model Context Protocol ecosystem. (Read more) ai-integration multi-model
  • AirOps MCP Server - MCP server for AirOps Studio that lets LLMs build and orchestrate LLM-powered workflows and chat assistants via the Model Context Protocol. (Read more) ai-workflows chatbots Orchestration
  • Albus MCP Server - An MCP server that integrates Albus, providing AI-powered Slack search and web assistant capabilities to LLM agents via the Model Context Protocol. (Read more) Ai Assistant Search slack
  • Aleph Alpha MCP Server - MCP server for Aleph Alpha’s Luminous models, enabling access to Europe-based large language model capabilities through the Model Context Protocol. (Read more) language-models generative-ai ai-integration
  • Algorithmia MCP Server - An MCP server for Algorithmia that exposes community-developed algorithms and AI services to LLM agents via the Model Context Protocol. (Read more) ai-platform models api-integration
  • AltText.ai MCP Server - MCP server for AltText.ai, enabling automatic multilingual image alt-text generation and accessibility improvements through the Model Context Protocol. (Read more) accessibility image-processing multilingual
  • Amazon Bedrock AgentCore MCP Server - An MCP server that integrates with Amazon Bedrock AgentCore, allowing you to build, deploy, and manage intelligent agents with features like memory, OAuth authentication, and gateway integrations for conversational AI workflows. (Read more) Aws ai-agents generative-ai
  • Amazon Bedrock Custom Model Import MCP Server - An MCP server that manages custom model import and on-demand inference in Amazon Bedrock, enabling MCP clients to register, update, and invoke custom foundation models. (Read more) Aws models generative-ai
  • Amazon Bedrock Knowledge Bases Retrieval MCP Server - An MCP server that enables retrieval-augmented generation workflows over Amazon Bedrock Knowledge Bases, allowing AI agents to query enterprise knowledge with citation support. (Read more) Rag Knowledge Base Aws
  • Amazon Bedrock Nova Canvas - An MCP server that utilizes Amazon Nova Canvas model for image generation, integrating Amazon Bedrock with MCP-compatible clients. (Read more) mcp generative-ai image-generation Aws
  • Amazon Q Business Anonymous MCP Server - An MCP server that connects to Amazon Q Business with anonymous access, allowing AI assistants to query a knowledge base without user-level authentication details. (Read more) Knowledge Base Rag Aws
  • Amazon SageMaker AI MCP Server - MCP server that manages Amazon SageMaker AI resources and supports model development workflows, allowing AI assistants and tools to interact with SageMaker via MCP. (Read more) machine-learning Aws models
  • Amentum Aerospace MCP Server - Amentum Aerospace MCP Server exposes Amentum Aerospace’s predictive scientific models for aviation, space, defense, and navigation through the Model Context Protocol, enabling AI agents and tools to query and use these models via an MCP server. (Read more) models prediction aviation
  • Anthropic MCP Server - MCP server integration for Anthropic’s Claude models, giving Model Context Protocol clients access to Claude-based AI assistants focused on safety and capability at scale. (Read more) ai-integration language-models claude
  • Anthropic Prompt MCP - MCP server that provides tools for interacting with Anthropic's prompt engineering APIs, allowing users to generate, improve, and templatize prompts. (Read more) prompt-management anthropic ai-integration open-source
  • anti-bullshit-mcp-server - A Model Context Protocol (MCP) server designed to analyze claims, validate sources, and detect manipulation using various epistemological frameworks. Highly relevant for those seeking advanced MCP Server solutions with tools for epistemic analysis and manipulation detection. (Read more) ai-integration epistemology analysis mcp
  • Any Chat Completions MCP - An MCP server for chatting with any OpenAI SDK compatible Chat Completions API, including Perplexity, Groq, and xAI, enabling connection to multiple AI providers through a unified OpenAI-compatible API interface using the Model Context Protocol. (Read more) mcp Chat openai ai-integration
  • ApeRAG - ApeRAG is a production-ready RAG platform that combines Graph RAG, vector search, and full-text search, and is usable as an MCP server for building retrieval-augmented generation systems over heterogeneous knowledge sources. (Read more) Rag Vector Database Semantic Search
  • API Labz MCP Server - An MCP server that exposes API Labz’s suite of AI tools and APIs, enabling workflow automation and application building via the Model Context Protocol. (Read more) ai-platform api workflow-automation
  • APIpie.ai MCP Server - An MCP server that connects to APIpie.ai, offering fast and cost-effective access to a range of global AI capabilities through the Model Context Protocol. (Read more) ai-integration api-integration
  • AssemblyAI MCP Server - MCP Server for AssemblyAI, exposing speech-to-text and speech understanding AI models to MCP clients through a simple API interface. (Read more) speech-to-text audio-processing ai
  • astica.ai MCP Server - An MCP Server for astica.ai that lets MCP-compatible tools integrate astica’s AI capabilities without managing ML infrastructure. (Read more) ai-platform machine-learning api
  • Audioscrape MCP Server - A RAG-as-a-Service MCP server provided by Audioscrape at https://mcp.audioscrape.com, allowing MCP-compatible clients to access Audioscrape’s retrieval-augmented generation and audio-driven data services via OAuth2.1. (Read more) Rag Audio ai-integration
  • Auto-MCP - A tool for building MCP servers tailored for AI agents such as CrewAI and LangGraph. It streamlines the process of deploying and connecting MCP servers to platforms like Cursor and Claude. (Read more) mcp ai-integration agent-framework deployment
  • Autogen MCP - Bridges Microsoft's AutoGen framework with external tools, enabling autonomous agents to execute code, perform research, and collaborate in multi-agent conversations for complex problem-solving tasks via an MCP server. (Read more) mcp ai-integration autogen open-source agent-framework
  • AWS Knowledge MCP - A fully managed, remote MCP server from AWS that exposes AWS knowledge and capabilities to AI assistants without requiring users to manage any infrastructure, enabling quick integration of AWS expertise into MCP-based workflows. (Read more) Aws ai-integration managed
  • Azure AI Translator MCP Server - An MCP Server for Microsoft Azure AI Translator that allows MCP-based agents to perform instant or batch text translation across 100+ languages. (Read more) translation Azure nlp
  • Azure AI Vision MCP Server - An MCP Server for Azure AI Vision, exposing Microsoft’s image analysis, OCR, and face detection capabilities to MCP clients. (Read more) computer-vision ocr Azure
  • Azure OpenAI Service MCP Server - An MCP Server that exposes Azure OpenAI Service LLM and generative AI capabilities to Model Context Protocol compatible clients. (Read more) generative-ai llm Azure
  • Azure Speech Service MCP Server - An MCP Server that integrates Azure Speech Service (speech-to-text, text-to-speech, translation, and speaker recognition) with the Model Context Protocol. (Read more) speech-to-text Text To Speech Azure
  • bazi-mcp - An MCP server providing comprehensive Bazi (Chinese astrology) chart generation and analysis, exposing traditional metaphysics calculations to LLMs. (Read more) analysis specialized epistemology
  • BigML MCP Server - An MCP Server that integrates with BigML’s machine learning platform, allowing MCP clients to build, train, and operationalize ML models via standardized MCP calls. (Read more) machine-learning models ai-integration
  • blender-mcp - An MCP server connecting Blender to AI assistants through the Model Context Protocol, enabling prompt-based 3D modeling and scene manipulation directly from natural language prompts. (Read more) mcp blender 3d-modeling ai-integration
  • bot9 MCP Server - An MCP Server for bot9, enabling MCP tools to leverage bot9’s AI chatbot builder for customer support. (Read more) chatbots Customer Support Ai Assistant
  • Botpress MCP Server - An MCP Server for Botpress that exposes Botpress’s conversational automation and workflow capabilities to MCP agents to build and manage complex chat experiences. (Read more) chatbots conversational workflow-automation
  • Botsonic MCP Server - An MCP server that connects to Botsonic, providing custom ChatGPT-based AI chatbots trained on your own data. (Read more) chatbots ai-agents Customer Support
  • BrainShop MCP Server - An MCP Server integration for BrainShop, enabling conversational AI experiences via the Model Context Protocol. (Read more) chatbots conversational ai-integration
  • BuildChatbot MCP Server - An MCP Server for BuildChatbot that lets MCP-compatible agents create and manage no-code chatbots using private data sources. (Read more) chatbots No Code ai-agents
  • BusinessLogic MCP Server - An MCP Server that connects BusinessLogic Excel-based models and spreadsheets into AI-driven workflows, enabling use of existing spreadsheet logic via the Model Context Protocol. (Read more) spreadsheets excel ai-integration
  • Calculator MCP Server - An MCP server that enables LLMs to use a calculator for precise numerical calculations through the MCP protocol. (Read more) mcp computation ai-integration open-source
  • Carbon Voice MCP Server - The Carbon Voice MCP server at https://mcp.carbonvoice.app exposes Carbon Voice productivity and voice tooling to MCP clients using OAuth2.1. (Read more) Voice Productivity Ai Assistant
  • Chaindesk MCP Server - An MCP Server for Chaindesk that allows building and using ChatGPT agents trained on custom data within MCP ecosystems. (Read more) agents Knowledge Base ai-integration
  • Chatbot Builder MCP Server - MCP server that connects to Chatbot Builder so you can build custom chatbots and GPTs for websites, social media, texting, phone calls, and more. (Read more) chatbots Ai Assistant multi-channel
  • ChatBotKit MCP Server - MCP server for ChatBotKit, enabling creation of conversational AI chatbots using your own data across web, Slack, Discord, and WhatsApp. (Read more) chatbots ai-integration multichannel
  • ChatFAI MCP Server - An MCP Server that connects to ChatFAI, enabling AI-powered character chat experiences from movies, TV shows, books, and history via standardized MCP tools. (Read more) chatbots entertainment ai-integration
  • chatgpt-mcp - An MCP server integrating with OpenAI's GPT-4o model for text analysis, summarization, and generation, providing advanced language capabilities through the Model Context Protocol. (Read more) mcp openai summarization nlp
  • Chatlayer MCP Server - MCP server integration for Chatlayer to build AI-powered voice and chatbots in 100+ languages without coding skills. (Read more) chatbots Voice No Code
  • chatmcp - chatmcp is an AI chat client that implements the Model Context Protocol (MCP), making it a practical and interactive MCP server/client solution for AI chat experiences. (Read more) mcp Chat ai-integration client
  • Chatsonic MCP Server - An MCP Server for Chatsonic that gives MCP agents access to Chatsonic’s ChatGPT-like capabilities with real-time data, image generation, and voice search. (Read more) generative-ai Chat image-generation
  • Chess MCP - MCP server that integrates with chess engines and libraries to provide game analysis, move generation, and position evaluation, illustrating how MCP servers can power AI-driven chess research and applications. (Read more) mcp chess ai-integration game-data
  • Choturobo - An MCP server integrating Arduino-based robotics (ESP32 or Arduino Nano) with AI, enabling control of hardware components like LEDs, motors, servos, and sensors through AI assistants. Highly relevant as an innovative MCP server expanding hardware interaction capabilities. (Read more) mcp hardware ai-integration iot
  • chronulus-mcp - An MCP server that provides forecasting and prediction capabilities using Chronulus AI agents, making predictive analytics accessible via the Model Context Protocol. (Read more) mcp ai-integration Analytics forecasting prediction
  • chucknorris-mcp - A specialized MCP server providing LLM enhancement prompts and jailbreaks with dynamic schema adaptation, designed to augment AI capabilities via the MCP protocol. (Read more) mcp llm-integration prompt-management open-source
  • Claude desktop api use via mcp - A server that enables Claude Desktop users to access the Claude API directly, bypass Professional Plan limitations, and use advanced features like custom system prompts and conversation management. A practical MCP server for enhanced Claude integration. (Read more) mcp ai-integration claude Context Management open-source
  • Claude Prompts Mcp - A flexible, template-based prompt system server for Claude models, enabling standardized interactions and complex reasoning workflows through a TypeScript/Node.js MCP server with API support. Highly relevant as an MCP server for prompt management. (Read more) mcp ai-integration prompt-management typescript open-source
  • Claude Server - An MCP server enhancing Claude's context management, knowledge organization, and conversation thread storage across sessions. Relevant as a robust MCP server solution for persistent state and project context organization. (Read more) mcp ai-integration Context Management open-source
  • claude-skills-mcp - claude-skills-mcp is an MCP server that exposes Claude Agent Skills as searchable, intelligent tools so any MCP-enabled model or client can use them natively. (Read more) ai-integration agent-framework skills
  • Codeq Natural Language Processing API MCP Server - MCP server integration for the Codeq NLP API, providing advanced text understanding and language processing operations through the MCP protocol. (Read more) nlp text-analysis api-integration
  • Cody MCP Server - MCP server for Cody, providing a custom AI assistant powered by ChatGPT and trained on your specific business data. (Read more) Ai Assistant business Knowledge Base
  • Cohere MCP Server - Cohere MCP Server connects MCP-compatible clients to Cohere’s NLP platform, enabling text generation, classification, and other language understanding tasks within MCP-based workflows. (Read more) nlp generative-ai language-models
  • Context 7 - A lightweight, modular MCP-compatible memory and agent protocol server designed for privacy-first, on-device AI agents. Supports local and cloud-based LLMs with persistent, session-aware memory. Also integrates real-time, up-to-date documentation directly into your coding environment, providing accurate and context-aware API information to streamline development workflows and reduce errors. (Read more) mcp Memory privacy ai-agent
  • CustomGPT MCP Server - MCP server integration for CustomGPT, allowing you to build your own chatbot from your own data sources. (Read more) chatbots Rag custom-knowledge-base
  • CustomGPT.ai MCP Server - An MCP server by CustomGPT.ai that provides RAG-as-a-service capabilities, enabling MCP clients to query custom knowledge bases and retrieval-augmented generation workflows via the MCP protocol. (Read more) Rag Knowledge Base ai-integration
  • Cwkcursorpippamcp - A comprehensive memory management system MCP server for Cursor IDE, allowing AI assistants to remember, recall, and manage information across conversations—showcasing advanced MCP server design. (Read more) mcp Memory Context Management cursor
  • Dandelion MCP Server - An MCP Server that integrates the Dandelion semantic text analytics API with MCP, enabling NLP and entity extraction capabilities for MCP clients. (Read more) nlp text-analysis entity-extraction
  • Dappier MCP Server - A RAG-as-a-service MCP server from Dappier that lets AI tools perform retrieval-augmented generation over APIs and data sources. (Read more) Rag api-integration ai-integration
  • Datarobot MCP Server - MCP server for DataRobot, connecting to its enterprise AI platform and automation capabilities. (Read more) machine-learning Automation Enterprise
  • Datumbox MCP Server - MCP server for Datumbox, a machine learning platform specialized in natural language processing. (Read more) nlp machine-learning api
  • DeepL MCP Server - MCP server for DeepL that allows MCP-compatible applications to access DeepL’s high-quality machine translation services. (Read more) translation nlp ai-integration
  • DeepLucid3D MCP - An open-source Model Context Protocol (MCP) server implementing the Unified Cognitive Processing Framework (UCPF). It provides advanced cognitive analysis, creative problem-solving, and structured thinking tools via the MCP protocol. (Merged 'Deeplucid3d Mcp' and 'DeepLucid3D UCPF Server') (Read more) open-source cognitive-analysis ucpf Problem Solving

Content Extraction & Summarization Mcp Servers

  • Fetch MCP Server - Official Anthropic MCP server for web content fetching and conversion to efficient LLM formats. Retrieves and transforms HTML, JSON, plain text, and Markdown with content truncation, pagination, and token-optimized output. (Read more) Web Scraping Content Extraction Markdown

Data Access & Integration Mcp Servers

  • K2view MCP Server - High-performance MCP server designed for real-time delivery of multi-source enterprise data to LLMs using entity-based data virtualization. Automatically exposes data products as MCP servers with built-in governance and anonymization. (Read more) Enterprise Data Integration Real Time

Data Visualization

  • Tableau MCP Server - Official Tableau MCP server helping AI agents see and understand data, enabling natural language queries of Tableau environments and data sources for AI-powered analytics. (Read more) Data Visualization Analytics Bi

Documentation & Learning Resources

  • Context7 MCP Server - Context7 pulls up-to-date, version-specific documentation and code examples directly into AI prompts. Provides vector search and embedding storage for maintaining AI conversation context and semantic search in enterprise environments. (Read more) Documentation Vector Search Context Management

Mcp Middleware & Orchestration

  • Memory MCP Server - Official Anthropic knowledge graph-based persistent memory MCP server enabling Claude to remember information about users across chats through entities, relations, and observations. (Read more) Knowledge Graph Memory Persistence

Media Processing Mcp Servers

  • ElevenLabs MCP Server - Official ElevenLabs MCP server connecting developers to the AI audio platform for text-to-speech, voice cloning, audio transcription, and building conversational voice agents through simple API calls. (Read more) Text To Speech Voice Ai Audio

Monitoring

  • Sentry MCP Server - Official Sentry MCP server for production error monitoring and AI observability. Provides LLM access to issues, errors, projects, and Seer AI-powered root cause analysis with OAuth authentication and autonomous error fixing capabilities. (Read more) Error Tracking Monitoring Observability

Search & Discovery Mcp Servers

  • Elasticsearch MCP Server - Official Elastic MCP server enabling real-time retrieval and search across Elasticsearch data. Provides tools for listing indices, getting mappings, and executing searches with Query DSL and automatic text highlighting for AI agents. (Read more) Search Engine Full Text Search Analytics

Security & Attestation Mcp Servers

  • Bitdefender GravityZone MCP Server - An MCP (Model Context Protocol) server integration for Bitdefender GravityZone, enabling AI agents and tools to interact with Bitdefender’s cybersecurity platform for threat protection and security operations via MCP. (Read more) Security threat-intelligence endpoint-management
  • 21RISK MCP Server - MCP Server for 21RISK, enabling access to its compliance, audit, and risk management features via MCP. (Read more) risk-analysis compliance audit
  • 2captcha MCP Server - MCP Server that integrates with 2captcha’s CAPTCHA solving services, letting MCP clients offload CAPTCHA challenges programmatically as part of automated workflows. (Read more) captcha Automation verification
  • Abstract - Email Verification API MCP Server - An MCP Server integration for Abstract's Email Verification API, enabling tools to validate and verify email addresses programmatically within the MCP ecosystem. (Read more) email-verification api-integration
  • AbuseIPDB MCP Server - An MCP Server for AbuseIPDB, providing access to a centralized blacklist and reputation data for IP addresses associated with malicious activity. (Read more) threat-intelligence ip-reputation Security
  • Acronis Cyber Protect Cloud MCP Server - An MCP Server that connects to Acronis Cyber Protect Cloud, providing backup, AI-based anti-malware, antivirus, and endpoint protection management capabilities to MCP-based workflows. (Read more) backup endpoint-management Security
  • Air MCP - Bridges to the Binalyze AIR digital forensics platform, providing endpoint security management through an MCP server. (Read more) Security forensics endpoint-management integration
  • Akismet MCP Server - An MCP server for Akismet that surfaces its spam protection services to MCP-compatible agents and workflows. (Read more) spam-detection Security content-moderation
  • AnonyFlow MCP Server - An MCP Server for AnonyFlow that offers encryption-based data anonymization and privacy tools to support GDPR, CCPA, and HIPAA compliance within MCP workflows. (Read more) privacy gdpr data-anonymization
  • Api Void MCP Server - An MCP Server for APIVoid, exposing threat analysis and reputation APIs (IP, domain, etc.) for detection and prevention of malicious activity. (Read more) threat-intelligence ip-data Security
  • APKTool MCP Server - APKTool MCP Server is an MCP server for Apk Tool, enabling automated reverse engineering of Android APKs through the Model Context Protocol. (Read more) mcp reverse-engineering android open-source
  • atomicchonk/roadrecon_mcp_server - MCP server designed for analyzing ROADrecon gather results from Azure tenant enumeration, illustrating specialized security analysis via MCP servers. (Read more) mcp Security Azure analysis
  • Attestable Server - MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using RA-TLS. (Read more) attestation trusted-execution Security verification
  • Auth0 Management API MCP Server - An MCP Server for Auth0’s Management API, enabling identity and access management operations (users, roles, clients, etc.) via MCP. (Read more) identity-management Authentication Security
  • automated-bod-25-01-cisa-microsoft-policies-mcp - A Model Context Protocol (MCP) server to enforce CISA BOD 25-01 security controls for Microsoft 365 via Microsoft Graph API, enabling automated policy management and compliance monitoring. (Read more) mcp Security compliance microsoft-365
  • AWS CloudTrail MCP Server - MCP server that surfaces AWS CloudTrail logs for analysis of API activity, users, and resources, enabling automated security and operations insights via MCP. (Read more) Aws logs audit
  • AWS IAM MCP Server - An MCP server that offers comprehensive AWS IAM user, role, group, and policy management aligned with security best practices. (Read more) Aws identity-management Security
  • AWS Well-Architected Security Assessment Tool MCP Server - An MCP server that assesses AWS environments against the AWS Well-Architected Framework Security Pillar, helping evaluate and improve cloud security posture via MCP. (Read more) Aws Security assessment
  • beelzebub - A honeypot framework built on MCP that lets you create honeypot tools to detect prompt injection and malicious AI agent behavior. (Read more) Security prompt-injection ai-agents
  • Bitwarden MCP Server - An MCP Server that connects to Bitwarden’s open-source password manager, providing secure credential management within MCP workflows. (Read more) credentials password-manager Security
  • Bloodhound MCP - Enables security professionals to analyze Active Directory and Azure AD environments through natural language queries by connecting to BloodHound's Neo4j database. Provides a concrete MCP server example for security/IT. (Merged with 'Bloodhound MCP AI') (Read more) Security active-directory azure-ad neo4j
  • Bouncer MCP Server - An MCP Server integration for Bouncer’s email verification platform, enabling MCP tools to validate and verify email addresses programmatically. (Read more) Email validation verification
  • ChainAware.ai MCP Server - An MCP Server that integrates ChainAware.ai’s crypto wallet auditing capabilities into MCP-compatible tools. (Read more) crypto Security wallet-auditing
  • CIRCL Hash Lookup MCP Server - An MCP Server exposing CIRCL’s public hash lookup API, enabling MCP tools to check file hashes against known datasets for security and forensics use cases. (Read more) Security threat-intelligence forensics
  • Clearly Defined MCP Server - An MCP Server for ClearlyDefined that allows MCP clients to retrieve, analyze, and work with curated FOSS project metadata such as licenses, attribution, and security information. (Read more) compliance open-source metadata
  • Clerk MCP Server - An MCP server for Clerk that allows MCP-based agents to access Clerk’s authentication and user management APIs for React and React Native applications. (Read more) Authentication identity-management user-management
  • co-browser/attestable-mcp-server - An MCP server running inside a trusted execution environment, enabling remote attestation and secure server verification for MCP clients. (Read more) mcp Security attestation trusted-execution verification
  • Control D MCP Server - An MCP Server integration for Control D, enabling programmable control over its customizable DNS service for blocking threats, unwanted content, and ads. (Read more) dns Security content-filtering
  • Conveyor MCP Server - An MCP server exposing Conveyor’s security review and questionnaire automation platform to MCP-compatible agents, enabling programmatic access to security review workflows. (Read more) Security questionnaires compliance
  • DataTrails MCP Server - An MCP Server for DataTrails (formerly RKVST), exposing APIs to add provenance and verify authenticity of digital content within MCP-automated workflows. (Read more) attestation provenance verification

Security & Attestation Mcp Servers

  • Auth0 MCP Server - Official Auth0 MCP server enabling AI tools to securely configure Auth0 tenants using natural language, with OAuth 2.0 Device Authorization Flow and secure credential storage in system keychain. (Read more) Authentication Security Identity

Server Management Tools

  • Docker MCP Toolkit - Docker's comprehensive MCP platform providing 300+ verified containerized servers with versioning, provenance, and security. Integrated management interface in Docker Desktop for setup, profiles, and AI agent connections. (Read more) Containers Docker Orchestration

Workflow & Automation Mcp Servers

  • n8n MCP Server - Workflow automation platform with MCP integration enabling AI assistants to manage n8n workflows seamlessly through natural language, supporting 1,084+ nodes and 2,646+ pre-extracted configurations. (Read more) Workflow Automation Low Code
  • Google Calendar MCP Server - Model Context Protocol server for Google Calendar providing comprehensive event management, scheduling, conflict detection, and multi-account support through AI assistants for intelligent calendar automation. (Read more) Calendar Scheduling Productivity

Api Integration Mcp Servers

  • 0xdaef0f/job-searchoor - An MCP server for searching job listings, with filters for date, keywords, remote work, and more, adhering to the MCP server protocol. (Read more) mcp job-search Search open-source
  • Abstract - IP Geolocation API MCP Server - An MCP server that exposes Abstract’s IP Geolocation API to MCP-compatible clients, allowing automated IP-based location lookups within MCP workflows. (Read more) ip-data geolocation api-integration
  • AddressZen MCP Server - An MCP Server that connects to AddressZen for address autocomplete and verification capabilities inside MCP-compatible tools. (Read more) address-verification autocomplete api-integration
  • API Market Server - A Model Context Protocol server that exposes over 200+ APIs from API.market as MCP resources, allowing large language models to discover and interact with various APIs. A robust and feature-rich MCP server for API aggregation. (Read more) mcp api-integration ai-integration open-source
  • API Ninjas MCP Server - An MCP Server aggregating access to the API Ninjas collection of real-data APIs, simplifying how MCP agents consume multiple external data services. (Read more) api-integration data-access multi-service
  • apisix-mcp - Model Context Protocol server for bridging LLMs with the APISIX Admin API to query and manage Apache APISIX resources. (Read more) mcp apisix api-integration ai-integration
  • app-store-connect-mcp-server - An MCP server to communicate with the App Store Connect API for iOS Developers, enabling automation and data access. mcp ios api-integration Automation
  • AWS AppSync MCP Server - MCP server for AWS AppSync that manages and operates backend GraphQL APIs, enabling assistants and tools to interact with AppSync resources programmatically. (Read more) Aws graphql api-integration
  • Balldontlie Mcp - An MCP Server implementation that integrates the Balldontlie API, providing information about NBA, NFL, and MLB players, teams, and games. (Read more) mcp sports api-integration nba
  • blazickjp/arxiv-mcp-server - Search ArXiv research papers via this MCP server, providing academic search functionality in the MCP ecosystem. (Read more) mcp arxiv Research Search
  • bruno-mcp - An MCP Server for running Bruno Collections, providing integration and automation capabilities for Model Context Protocol workflows. Directly relevant as an MCP Server implementation for API automation. (Read more) mcp bruno api-integration Automation Workflow
  • ckanthony/openapi-mcp - Dockerized MCP server that enables AI agents to access any API with OpenAPI documentation through the MCP protocol. (Read more) mcp openapi api-integration Docker ai-agent
  • Cloudmersive MCP Server - MCP Server exposing Cloudmersive’s scalable cloud APIs (e.g., conversion, validation, security) to model-context aware applications. (Read more) api-integration validation document-conversion
  • Databutton App Mcp - A proxy MCP server that enables LLM clients to interact with Databutton app API endpoints via the MCP protocol over websockets. This is a notable addition to the ecosystem of Awesome MCP Servers. (Read more) mcp api-integration proxy websocket

Blockchain & Crypto Mcp Servers

  • 100ms-spl-token-sniper-mcp - An MCP server enabling high-speed trading of Solana blockchain tokens by monitoring Raydium AMM pools and Serum markets with sub-second execution, demonstrating advanced MCP server capabilities for real-time blockchain applications. (Read more) solana blockchain trading Real Time mcp
  • agent-kit-server - An MCP server enabling LLMs to interact with the Solana blockchain, supporting 40+ protocol actions. This server exemplifies advanced MCP server capabilities for blockchain integration. (Read more) mcp solana blockchain ai-integration
  • Agentipy Mcp - Enables interaction with the Solana blockchain using the AgentiPy framework, allowing MCP server-based blockchain operations like querying account data and sending transactions. (Read more) mcp blockchain solana integration
  • Akash Network - Akash Network is a decentralized MCP server solution for hosting open-source analytics tools, live demos, and contributor environments. It offers transparent pricing, blockchain auditability, and community-powered deployments, distinguishing itself in the MCP ecosystem. (Read more) decentralized blockchain open-source community-powered
  • alchemy-mcp-server - An MCP server by Alchemy that enables AI agents to interact with Alchemy's blockchain APIs, directly supporting AI-driven blockchain operations via Model Context Protocol. (Read more) blockchain alchemy api-integration mcp
  • Algorand - Comprehensive MCP server for interacting with the Algorand blockchain, supporting over 40 tooling interactions and resource access. (Read more) algorand blockchain resource-access mcp open-source
  • Algorand MCP - A comprehensive MCP server providing robust tools and resource accessibility for interacting with the Algorand blockchain. It enables account creation, asset management, smart contract deployment, and transaction execution through a TypeScript-based implementation, making it directly relevant as a top MCP server solution. (Read more) blockchain algorand typescript asset-management
  • armor-crypto-mcp - A comprehensive MCP interface for multiple blockchains, supporting staking, DeFi, swaps, bridging, wallet management, and more for AI agents. (Read more) mcp blockchain crypto wallet-management open-source
  • Awesome Solana MCP - An MCP server enabling interaction with the Solana blockchain, allowing retrieval of validator info, fee estimations, transaction histories, and management of digital assets via Claude assistants. (Read more) solana blockchain mcp open-source
  • base-mcp - An MCP Server that allows Claude to interact with the Base blockchain and Coinbase API for cryptocurrency operations such as wallet management, fund transfers, and smart contract deployments. (Read more) mcp blockchain coinbase wallet-management smart-contracts
  • Beaconchain MCP Server - An MCP Server providing access to Beaconcha.in, an open-source Ethereum beacon chain explorer, for blockchain data queries within MCP. (Read more) blockchain ethereum api-integration
  • beeper-mcp - An MCP server for interacting with Binance Smart Chain (BSC), supporting token transfers, swaps, and reward claims for AI agents. (Read more) mcp blockchain binance crypto
  • bicscan-mcp - An MCP server that provides risk scoring and asset holding analysis for EVM blockchain addresses, including EOAs, contracts, ENS, and domains. (Read more) evm blockchain risk-analysis open-source
  • BitBadges MCP Server - MCP Server integration for BitBadges, allowing MCP tools to create, display, and verify multi‑chain digital blockchain badges. (Read more) blockchain multi-chain badge-management
  • bitcoin-mcp - Facilitates interaction with the Bitcoin network via the Model Context Protocol, enabling key generation, address validation, transaction decoding, and blockchain data retrieval. A strong example of an MCP server. (Read more) mcp bitcoin blockchain open-source
  • Bitquery MCP Server - An MCP Server that connects to Bitquery’s blockchain and cryptocurrency data products, exposing on-chain analytics to MCP clients. (Read more) blockchain crypto Analytics
  • blockbeats-mcp - An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents. Demonstrates an MCP server implementation for media and news delivery. (Read more) blockchain news media ai-integration
  • Blockchain Exchange MCP Server - MCP Server providing access to Blockchain.com Exchange functionality, enabling AI‑driven interaction with a fast crypto exchange via the Model Context Protocol. (Read more) crypto exchange trading
  • Blocknative MCP Server - MCP Server for Blocknative, offering AI and tools real‑time access to core blockchain infrastructure and mempool data through the Model Context Protocol. (Read more) blockchain Real Time web3
  • bridge-rates-mcp - An MCP server providing real-time cross-chain bridge rates and optimal transfer routes for onchain AI agents. (Read more) mcp blockchain Real Time crypto ai-agent
  • BTCPay Server MCP Server - MCP Server integration for BTCPay Server, the open‑source, self‑hosted Bitcoin payment processor, allowing AI tools to manage Bitcoin payments with no intermediaries via the Model Context Protocol. (Read more) bitcoin Payments open-source
  • CCXT MCP - An MCP server that enables AI models to interact with over 100 cryptocurrency exchanges via the Model Context Protocol, providing trading capabilities and access to exchange APIs. (Read more) ccxt crypto trading api-integration
  • Cg MCP - A real-time cryptocurrency data MCP server built on Node.js Express, interfacing with CoinGecko's API and managing API endpoint switching. Highlights MCP integration for financial data. (Read more) mcp crypto market-data Real Time
  • chainlink-feeds-mcp - An MCP server granting real-time access to Chainlink's decentralized price feeds for AI agents. (Read more) chainlink price-feeds Real Time blockchain
  • ChangeNOW MCP Server - MCP Server integration for ChangeNOW, enabling AI‑driven access to instant crypto exchange services through the Model Context Protocol. (Read more) crypto exchange trading
  • codex-mcp - Codex MCP server integrates Codex API to provide real-time, enriched blockchain and market data across 60+ networks for AI agents using Model Context Protocol. (Read more) mcp blockchain market-data Real Time
  • coin-mcp-server - An MCP server using Bitget API to fetch cryptocurrency prices. (Read more) mcp crypto market-data api-integration
  • Coinbase Commerce MCP Server - An MCP Server for Coinbase Commerce, exposing cryptocurrency payment and merchant transaction APIs over MCP. (Read more) crypto Payments merchant
  • Coinbase MCP Server - An MCP Server that integrates Coinbase crypto exchange functionality—such as buying, selling, and managing cryptocurrencies—into MCP-based applications. (Read more) coinbase cryptocurrency trading
  • coincap-mcp - Real-time cryptocurrency market data integration MCP server using CoinCap's public API. (Read more) mcp cryptocurrency market-data Real Time api-integration
  • coinmarket-mcp-server - An MCP server offering Coinmarket API integration, enabling AI agents to fetch cryptocurrency listings and real-time quotes via Model Context Protocol. (Read more) mcp api-integration market-data crypto
  • CoinMarketCal MCP Server - An MCP Server for CoinMarketCal that exposes its cryptocurrency events database so MCP clients can query upcoming and historical crypto events. (Read more) crypto market-data events
  • Copperx MCP Server - An MCP server for Copperx that exposes its Web3 payment APIs—supporting crypto and fiat payments, recurring billing, checkout, and invoicing—to MCP-compatible agents. (Read more) Payments crypto Billing
  • Covalent MCP Server - An MCP Server integration for Covalent, offering unified blockchain data access—covering billions of data points—through MCP-compatible tools. (Read more) blockchain data-access defi
  • crypto-feargreed-mcp - An MCP server that provides real-time and historical Crypto Fear & Greed Index data, making it a valuable resource for MCP ecosystem users needing market sentiment insights via standardized server protocols. mcp crypto market-data Real Time open-source
  • crypto-indicators-mcp - An MCP server delivering real-time technical analysis indicators and trading signals for cryptocurrency markets, useful for MCP-based quantitative strategy development and trading automation. (Read more) mcp crypto market-data Real Time trading
  • crypto-news-mcp - An MCP server supplying real-time cryptocurrency news sourced from NewsData, designed for seamless integration with AI agents and applications relying on MCP protocols. (Read more) mcp crypto news Real Time open-source
  • crypto-portfolio-mcp - An MCP server for tracking and managing cryptocurrency portfolio allocations, designed for integration with AI agents. (Read more) mcp crypto portfolio-management ai-integration
  • crypto-rss-mcp - An MCP server aggregating real-time cryptocurrency news from multiple RSS feeds for AI-driven workflows. (Read more) mcp crypto news rss Real Time
  • crypto-sentiment-mcp - Delivers real-time cryptocurrency sentiment analysis by leveraging Santiment's data, allowing traders and applications to access sentiment metrics and trending topics through an MCP server interface. (Read more) mcp crypto sentiment-analysis Real Time
  • crypto-trader-mcp-claudedesktop - An MCP tool providing cryptocurrency market data using the CoinGecko API. (Read more) cryptocurrency market-data api-integration mcp
  • crypto-trending-mcp - An MCP server that tracks the latest trending tokens on CoinGecko for AI-powered analysis. (Read more) mcp crypto market-data Real Time
  • crypto-whitepapers-mcp - An MCP server serving as a structured knowledge base of crypto whitepapers for AI agents. (Read more) mcp crypto Knowledge Base Documentation
  • cryptopanic-mcp-server - An MCP server providing the latest cryptocurrency news to AI agents, powered by CryptoPanic. (Read more) mcp crypto news ai-integration

Business & Commerce Mcp Servers

  • 10to8 MCP Server - An MCP (Model Context Protocol) server integration for 10to8 appointment scheduling, enabling agents/tools to manage bookings and reduce appointment administration time from minutes to seconds within an automated workflow context. (Read more) Scheduling appointments booking
  • 123FormBuilder MCP Server - An MCP Server integration for 123FormBuilder, enabling AI tools to interact with 123FormBuilder’s online forms and automated data collection workflows via the Model Context Protocol. (Read more) forms data-collection Automation
  • 15Five MCP Server - An MCP Server integration for 15Five, a human-centered performance management platform for managers, employees, and organizations. (Read more) performance-management hr employee-engagement
  • 1CRM MCP Server - An MCP Server integration for 1CRM, enabling workflow and automation connectivity with the 1CRM all‑in‑one customer relationship management platform. (Read more) Crm business Automation
  • 360NRS MCP Server - An MCP Server integration for 360NRS, enabling multichannel marketing operations such as SMS, email, WhatsApp, and interactive voice campaigns via the MCP protocol on Pipedream. (Read more) multichannel Marketing campaigns
  • 4Dem MCP Server - An MCP Server implementation for 4Dem that exposes email marketing and smart email campaign capabilities through Pipedream’s MCP server ecosystem. (Read more) email-marketing campaigns Automation
  • Ablefy MCP Server - Ablefy (formerly elopage) MCP Server is an MCP (Model Context Protocol) server integration that connects AI agents and MCP-compatible tooling to Ablefy’s sales platform and payment processing for online courses, digital products, memberships, and subscriptions. (Read more) E Commerce digital-products subscriptions
  • Accelo MCP Server - MCP Server for Accelo, connecting MCP-compatible tools to Accelo’s professional services automation platform. (Read more) professional-services Automation Crm
  • Accredible MCP Server - Accredible MCP Server is a Model Context Protocol server integration for Accredible, enabling AI agents and MCP-compatible clients to issue, manage, track, and verify digital credentials programmatically via the Accredible platform. (Read more) credentials education verification
  • Accuranker MCP Server - An MCP Server integration for Accuranker, enabling AI agents and tools to access Accuranker's high-speed keyword rank tracking and SEO metrics programmatically. (Read more) seo marketing-analytics rank-tracking
  • Acquire MCP Server - An MCP server integration for Acquire, exposing its unified customer service platform features to MCP clients for automated support workflows. (Read more) Customer Support live-chat customer-engagement
  • Act! MCP Server - An MCP Server for Act! 365 that connects its sales and marketing tools to automated workflows and other MCP-compatible services. (Read more) Crm Sales Marketing
  • Action Builder MCP Server - MCP Server for Action Builder, exposing its organizing toolkit for labor and advocacy campaigns through MCP. (Read more) advocacy campaigns organizing
  • Action Network MCP Server - An MCP Server integration providing access to Action Network’s comprehensive online toolset for managing and empowering progressive campaigns programmatically. (Read more) campaigns advocacy organizing
  • ActiveCalculator MCP Server - MCP Server for ActiveCalculator that exposes custom web calculator creation and management features to AI agents via the Model Context Protocol. (Read more) calculation workflow-automation
  • ActiveCampaign MCP Server - An MCP Server for ActiveCampaign that surfaces email marketing, automation, and CRM features as MCP-accessible actions and events in the Pipedream ecosystem. (Read more) Crm email-marketing marketing-automation
  • ActiveTrail MCP Server - An MCP Server adapter for ActiveTrail, providing access to email marketing, newsletters, and marketing automation workflows via MCP within Pipedream. (Read more) email-marketing newsletters marketing-automation
  • Acuity Scheduling MCP Server - An MCP Server providing programmatic access to Acuity Scheduling’s online appointment booking, calendar, and scheduling APIs for AI workflows. (Read more) Scheduling appointments calendar-integration
  • Acumbamail MCP Server - An MCP Server integration for Acumbamail that enables MCP clients to interact with email and SMS marketing, subscription forms, and landing pages through Pipedream. (Read more) email-marketing Sms marketing-automation
  • AcyMailing MCP Server - An MCP Server for AcyMailing, exposing newsletter and email marketing campaign management for WordPress and Joomla via MCP on Pipedream. (Read more) Email Marketing Automation
  • AddEvent MCP Server - MCP Server for AddEvent, integrating its “add to calendar” event scheduling and calendar services into MCP workflows. (Read more) Calendar events Scheduling
  • Addressfinder MCP Server - An MCP Server for Addressfinder that provides programmatic access to Addressfinder’s address validation and data quality services for AI tools and workflows. (Read more) address-verification data-quality api-integration
  • Adfin MCP Server - An MCP server integration for Adfin that lets AI tools access payment, invoicing, and accounting reconciliation capabilities from the Adfin platform. (Read more) accounting Payments invoicing
  • Adhook MCP Server - An MCP Server implementation for Adhook that allows MCP-based automation and management of Google and social media brand campaigns via Pipedream. (Read more) advertising campaigns marketing-automation
  • Adobe Acrobat Sign MCP Server - An MCP Server for Adobe Acrobat Sign that exposes e-signature and digital signing capabilities to MCP-compatible AI tools and workflows. (Read more) e-signature document-management contracts
  • ADP MCP Server - An MCP Server for ADP’s cloud-based HR and payroll platform, enabling access to payroll, HR, time, talent, and benefits functionalities. (Read more) hr payroll Enterprise
  • Adrapid MCP Server - An MCP Server for Adrapid, enabling automated ad creative generation from large data sets through MCP-compatible workflows on Pipedream. (Read more) advertising creative-automation Marketing
  • AdRoll MCP Server - An MCP Server connector for AdRoll that makes online advertising and retargeting capabilities available to MCP tools through Pipedream. (Read more) advertising retargeting Marketing
  • Adyen MCP Server - Adyen MCP Server is an MCP integration for Adyen’s end-to-end payments, data, and financial management platform, enabling MCP-compatible agents to interact programmatically with Adyen’s financial technology services. (Read more) Payments fintech E Commerce
  • AeroLeads MCP Server - An MCP Server integration for AeroLeads that enables automated lead generation workflows using AeroLeads’ email and phone number discovery capabilities. (Read more) lead-generation prospecting Sales
  • AEvent MCP Server - An MCP server for AEvent that connects its webinar automation and scheduling capabilities—integrated with Zoom and GoToWebinar—to MCP-driven workflows. (Read more) webinar Automation Scheduling
  • Affinity MCP Server - An MCP Server for Affinity CRM, exposing its collective-intelligence relationship data to MCP-based automation and tooling. (Read more) Crm Sales business
  • AfterShip MCP Server - AfterShip MCP Server exposes AfterShip’s shipment tracking and post-purchase experience capabilities through the Model Context Protocol, allowing tools and AI agents to access logistics and tracking data via an MCP server. (Read more) shipping logistics tracking
  • Agendor MCP Server - An MCP Server that integrates Agendor’s sales improvement and CRM platform with external tools via MCP workflows. (Read more) Crm Sales pipeline-management
  • Agentforce Xlengelle - MCP server providing tools to interact with the Salesforce Agentforce API, enabling authentication, session creation, and agent messaging. (Read more) salesforce Crm Enterprise api-integration
  • agentOS MCP Server - An MCP Server for agentOS that connects its real-estate CRM platform and PropTech APIs into MCP-driven automations. (Read more) real-estate Crm business
  • Agile CRM MCP Server - An MCP Server integrating Agile CRM so its sales, marketing, and service automation features can be orchestrated within MCP workflows. (Read more) Crm Sales marketing-automation
  • Agiled MCP Server - An MCP Server for Agiled’s all‑in‑one business management platform, exposing CRM, project, and operations data to AI agents using MCP. (Read more) Crm Project Management operations
  • Agiliron MCP Server - MCP Server for Agiliron, connecting MCP clients to its inventory management and multi-channel retail POS capabilities. (Read more) inventory pos E Commerce
  • Agrello MCP Server - MCP Server for Agrello, providing MCP access to its e-signing and digital agreement management features. (Read more) e-signature contract-management document-automation
  • Ahrefs MCP Server - An MCP server integration for Ahrefs that exposes SEO tools and resources to MCP clients, supporting automated SEO analysis tasks. (Read more) seo Marketing Analytics
  • Ai Customer Support Bot MCP Server - A Model Context Protocol (MCP) server for AI-powered customer support, integrating with Cursor AI and Glama.ai, showcasing MCP server applications in customer service. (Read more) ai-integration Customer Support mcp open-source
  • Aidaform MCP Server - An MCP Server for Aidaform, providing MCP-based access to its online form creation and data collection features. (Read more) forms data-collection surveys
  • Aidbase MCP Server - An MCP server for Aidbase, enabling AI-powered customer support workflows for SaaS startups through the Model Context Protocol. (Read more) Customer Support saas Ai Assistant
  • Airbnb MCP Server - MCP Server for searching Airbnb and retrieving listing details, enabling programmatic access via the MCP protocol. Directly relevant as an MCP Server for travel services. (Read more) travel airbnb api-integration open-source
  • Airmeet MCP Server - MCP Server for Airmeet, enabling programmatic access to virtual and hybrid event experiences via the Model Context Protocol. (Read more) events webinar virtual-events
  • Akeneo MCP Server - MCP Server for Akeneo, integrating its product information management (PIM) and data intelligence capabilities with MCP. (Read more) pim product-data E Commerce
  • Alchemer MCP Server - An MCP Server for Alchemer that allows MCP clients to work with Alchemer’s enterprise survey and feedback collection platform. (Read more) surveys feedback Analytics
  • Alegra MCP Server - Alegra MCP Server is an MCP-compatible server that integrates with Alegra’s accounting and billing platform for Latin American businesses, enabling contextual access to invoices, billing, and accounting data via MCP clients. (Read more) accounting Billing small-business
  • Algomo MCP Server - MCP server integration for Algomo, providing multilingual, generative-AI-powered customer service capabilities to tools that speak the Model Context Protocol. (Read more) Customer Support multilingual chatbots
  • Allabolag MCP - MCP server that bridges to the Swedish company registry database, allowing users to search for companies and retrieve detailed business information. (Read more) company-registry business data-access integration
  • Allocadence MCP Server - MCP Server for Allocadence, bringing its warehouse, inventory, and order management features into MCP workflows. (Read more) warehouse-management inventory order-management
  • Altoviz MCP Server - MCP Server for Altoviz, enabling MCP clients to interact with its online management software for quotes, invoicing, payments, and accounting. (Read more) invoicing accounting Payments
  • Amadeus MCP - MCP server integrating with the Amadeus API to provide flight search capabilities, itinerary creation, and access to flight offer data. (Read more) travel api-integration flight-search open-source
  • Amazon Advertising MCP Server - An MCP Server connector for Amazon Advertising, giving MCP-based automations programmatic access to Amazon ad solutions for reaching customers at every stage of their journey. (Read more) advertising Marketing amazon
  • Amazon MCP Server - Amazon MCP Server provides an MCP server interface to Amazon’s ecommerce platform, allowing MCP-based tools to interact with product and shopping-related capabilities exposed through this integration. (Read more) E Commerce online-store
  • Amazon Selling Partner MCP Server - Amazon Selling Partner MCP Server is an MCP integration for the Amazon Selling Partner API (SP-API), enabling MCP-aware agents to programmatically access orders, shipments, payments, and other seller data to improve automation and business workflows. (Read more) E Commerce orders amazon
  • Ambivo MCP Server - An MCP Server for Ambivo’s digital business platform, enabling MCP tooling to access its CRM, payments, phone, and automation capabilities. (Read more) Crm Payments business
  • AMcards MCP Server - AMcards MCP Server is an MCP server integration for AMcards, an online greeting card platform, allowing MCP-compatible tools to trigger or manage personalized greeting card workflows programmatically. (Read more) greeting-cards marketing-automation personalization
  • AmeriCommerce MCP Server - AmeriCommerce MCP Server is an MCP server integration for the AmeriCommerce B2B commerce platform, enabling MCP clients to connect with and automate digital commerce operations. (Read more) b2b E Commerce online-store
  • Amilia MCP Server - Amilia MCP Server provides an MCP-compatible interface to Amilia’s SmartRec eCommerce platform, allowing MCP tools to manage and sell activities and programs to communities via the MCP server. (Read more) E Commerce registrations
  • Amplifier MCP Server - Amplifier MCP Server is an MCP integration that connects to Amplifier’s merchandise logistics platform, enabling MCP-aware agents to interact with fulfillment and logistics workflows for community commerce brands. (Read more) fulfillment logistics E Commerce
  • Amplitude MCP Server - An MCP Server exposing Amplitude’s product analytics and experimentation data so MCP clients can query user behavior insights programmatically. (Read more) Analytics Product Analytics experimentation
  • Annature MCP Server - MCP Server for Annature, exposing its ISO 27001-certified eSignature and digital transaction management capabilities through MCP. (Read more) e-signature document-automation
  • AnnounceKit MCP Server - An MCP Server integration for AnnounceKit, enabling AI agents and tools to interact with AnnounceKit’s product update and changelog platform to manage and surface release notes, announcements, and customer-facing news. (Read more) product-updates changelog announcements
  • Anymail Finder MCP Server - An MCP server integrating Anymail Finder so MCP agents can discover and validate business email addresses programmatically. (Read more) lead-generation Email validation
  • Apaleo MCP Server - MCP Server for Apaleo, integrating its property management platform features into MCP-compatible tools and agents. (Read more) property-management hospitality business
  • Apex MCP Server - MCP Server for Apex 27, allowing estate agency professionals to access its estate agency software via MCP. (Read more) real-estate Crm property-management
  • Apollo.io MCP Server - An MCP Server that integrates Apollo.io’s data‑first sales acceleration platform with MCP-compatible automation and tools. (Read more) Sales prospecting revenue
  • App Store Connect Server - An MCP server designed for interacting with the App Store Connect API, providing tools for managing apps, beta testers, bundle IDs, devices, and users. Directly relevant as a Model Context Protocol (MCP) server solution. (Read more) mcp apple api-integration app-management open-source
  • Appcues MCP Server - An MCP Server for Appcues that exposes product adoption and user onboarding capabilities through the Model Context Protocol, allowing automated workflows and in-context guidance integrations. (Read more) onboarding product-adoption customer-engagement
  • ApplicantStack MCP Server - An MCP Server that connects to ApplicantStack applicant tracking and recruitment software. (Read more) ats recruiting hr
  • Appointedd MCP Server - MCP Server providing access to Appointedd’s online scheduling features so AI tools and agents can manage bookings, availability, and appointments via MCP. (Read more) Scheduling appointments booking
  • Appointo MCP Server - An MCP Server for Appointo that integrates its appointment scheduling capabilities with MCP-compatible agents and tools for booking and managing appointments. (Read more) Scheduling appointments booking
  • AppsFlyer MCP Server - An MCP Server for AppsFlyer that makes mobile attribution, measurement, and growth analytics available to MCP workflows in Pipedream. (Read more) marketing-analytics mobile
  • Aroflo MCP Server - MCP Server for Aroflo’s field service management platform, surfacing job, scheduling, and service data to MCP-aware tools. (Read more) field-service Scheduling work-orders
  • Ascora MCP Server - An MCP Server that connects to Ascora’s trades job management platform, enabling MCP clients to interact with jobs, scheduling, and field service operations. (Read more) field-service Scheduling job-management
  • AskNicely MCP Server - An MCP Server for AskNicely, integrating its customer experience platform and survey workflows into MCP-compatible environments. (Read more) customer-experience survey feedback
  • Async Interview MCP Server - An MCP Server for Async Interview, a video interviewing platform supporting customized pre-recorded interviews for recruitment. (Read more) recruiting video assessment
  • attio-mcp-server - An MCP server that allows AI clients to manage records and notes in Attio CRM via Model Context Protocol. (Read more) Crm attio ai-integration open-source
  • AttractWell MCP Server - MCP Server for AttractWell, exposing its CRM, funnels, courses, payments, and marketing automation features to MCP-based agents and workflows. (Read more) Crm marketing-automation Payments
  • Audiense Insights MCP Server - An MCP server for Audiense Insights that exposes demographic, cultural, influencer, and content engagement analysis from Audiense reports to AI agents. (Read more) audience-insights marketing-analytics social-media
  • Autobound MCP Server - An MCP Server for Autobound that brings AI-assisted sales email generation into MCP-based workflows. (Read more) Sales email-generation personalization
  • Autoklose MCP Server - An MCP Server integration for Autoklose, exposing outbound sales, automated lead generation, and email drip campaign tools via MCP on Pipedream. (Read more) Sales lead-generation email-marketing
  • Automizy MCP Server - An MCP Server for Automizy that enables MCP-compatible systems to orchestrate email marketing automation workflows through Pipedream. (Read more) email-marketing marketing-automation campaigns
  • Autotask PSA MCP Server - An MCP Server integration for Autotask PSA, allowing MCP clients to access IT service management, tickets, projects, and PSA data through the Model Context Protocol. (Read more) itsm tickets professional-services
  • autumn-server - An unofficial MCP server that provides an interface to Autumn's pricing API for managing customers, entitlements, invoices, and generating billing portal links. (Read more) mcp Billing api-integration Automation
  • AWeber MCP Server - An MCP Server implementation for AWeber that provides MCP-based access to email marketing, campaigns, and subscriber management via Pipedream. (Read more) Email Marketing campaigns
  • Axonaut MCP Server - An MCP Server integration for Axonaut, allowing MCP-based tools to automate billing and business management workflows in Axonaut. (Read more) Billing business-management Crm
  • Ayrshare MCP Server - An MCP Server integration for Ayrshare Social Media APIs, allowing MCP tools and agents to publish and manage social media posts via Ayrshare from within the MCP environment. (Read more) social-media marketing-automation publishing
  • Badger Maps MCP Server - An MCP Server for Badger Maps that brings its field sales route planning features into MCP-driven automation scenarios. (Read more) Sales route-planning maps
  • BambooHR MCP Server - An MCP Server for BambooHR, providing access to its online HR software for small and medium businesses. (Read more) hr employee-management smb
  • BaseLinker MCP Server - BaseLinker MCP Server connects the BaseLinker e-commerce integration platform with MCP, allowing MCP-compatible agents to orchestrate and integrate e-commerce workflows from a single place. (Read more) E Commerce integration Workflow
  • Beaconstac MCP Server - An MCP Server for Beaconstac that enables programmatic interaction with Beaconstac’s QR code generation and management platform from MCP-compatible tools and agents. (Read more) qr-codes Marketing api-integration
  • Beamer MCP Server - An MCP Server for Beamer, enabling MCP integrations that manage newsfeeds and changelogs to improve user engagement on websites through Pipedream. (Read more) Product Analytics changelog user-engagement
  • Beebole MCP Server - MCP Server integration for Beebole’s time tracking and management platform, enabling MCP-based systems to query and manage company time data. (Read more) time-tracking Analytics sme
  • Beehiiv MCP Server - An MCP Server that connects to Beehiiv, allowing MCP-compatible clients to manage and interact with Beehiiv’s newsletter creation, growth, and monetization platform. (Read more) newsletter Marketing Content Management
  • Benchmark Email MCP Server - An MCP Server for Benchmark Email, exposing email marketing and campaign functionality to MCP-based tools and workflows. (Read more) email-marketing campaigns marketing-automation
  • BenchmarkONE MCP Server - An MCP Server integrating BenchmarkONE’s all‑in‑one marketing automation platform with MCP workflows for campaigns and contact management. (Read more) marketing-automation campaigns Crm
  • Better Proposals MCP Server - An MCP Server that integrates Better Proposals’ proposal creation and management tools with MCP clients for automated proposal workflows. (Read more) proposals document-automation Sales
  • bexio MCP Server - bexio MCP Server is an MCP server integration for bexio’s business software suite for small businesses, startups, and self-employed individuals, enabling MCP clients to access and automate business management workflows. (Read more) sme accounting business
  • Bidsketch MCP Server - An MCP Server for Bidsketch that lets MCP tools automate proposal creation, management, and approvals in sales pipelines. (Read more) proposals Sales document-automation
  • Big Cartel MCP Server - MCP Server for Big Cartel, enabling AI and tools to interact with Big Cartel online store data for artists and makers through the Model Context Protocol. (Read more) E Commerce online-store digital-products
  • BigBox MCP Server - BigBox MCP Server exposing BigBox’s real‑time Home Depot product data API through the Model Context Protocol, eliminating manual rules and scraper maintenance. (Read more) product-data retail
  • BigCommerce MCP Server - MCP Server integration for BigCommerce, offering programmatic access to modern ecommerce store data and operations via the Model Context Protocol. (Read more) E Commerce online-store orders
  • Biggo MCP Server - A Model Context Protocol (MCP) server enabling product searches across e-commerce platforms, price history tracking, and product specification-based searches using natural language prompts. Directly relevant as an MCP server implementation. (Read more) E Commerce Search mcp open-source
  • BigMailer MCP Server - An MCP Server integration for BigMailer, providing MCP clients access to BigMailer’s email marketing features for agencies and makers. (Read more) email-marketing marketing-automation
  • Bigpicture.io MCP Server - An MCP Server integration for Bigpicture.io, allowing MCP-compatible tools to retrieve company and firmographic data via API. (Read more) company-data lead-enrichment api-integration
  • Bilflo MCP Server - An MCP Server for Bilflo that connects staffing management and operations data to MCP agents for programmatic access and automation. (Read more) staffing operations Automation
  • Bilionis MCP Server - MCP Server integration for Bilionis, enabling MCP tools to interface with its catalog and community platform for Italian professionals and companies. (Read more) directory Community
  • BILL MCP Server - MCP Server for BILL, allowing AI agents to work with bill creation, payments, invoicing, and receivables within the BILL platform through the Model Context Protocol. (Read more) Billing accounts-payable invoicing
  • Billsby MCP Server - MCP Server integration for Billsby subscription billing, enabling access to subscription and revenue operations functionality via the Model Context Protocol. (Read more) Billing subscriptions revenue
  • Bitly MCP Server - An MCP Server for Bitly that lets MCP-compatible tools shorten and manage URLs via Bitly’s link management platform. (Read more) url-shortening Marketing link-management
  • Bitrefill Server - MCP server wrapping Bitrefill's public API, allowing agents to search for products and shop using cryptocurrencies through the Model Context Protocol. (Read more) E Commerce crypto api-integration open-source
  • Blackbaud MCP Server - An MCP Server integration for Blackbaud, connecting its social good software solutions and data to MCP-compatible agents and tools. (Read more) nonprofit fundraising Crm
  • Blogger MCP Server - An MCP Server for Google’s Blogger platform, providing MCP clients with programmatic blogging and content management operations through the Model Context Protocol. (Read more) blog Content Management web
  • Bloomerang MCP Server - An MCP Server integration for Bloomerang, enabling donor management and nonprofit fundraising workflows through MCP automation. (Read more) fundraising nonprofit Crm
  • BlueCart API MCP Server - MCP Server exposing the BlueCart API, a real‑time Walmart product data service, through the Model Context Protocol for AI‑driven product data workflows. (Read more) E Commerce market-data product-data
  • BlueSnap MCP Server - MCP Server integration for BlueSnap’s global payment processing platform, enabling billing and payment workflows via the Model Context Protocol. (Read more) Payments Billing global
  • BoldSign MCP Server - An MCP Server for BoldSign that exposes its electronic signature APIs and workflows to MCP-compatible automation tools. (Read more) e-signature document-automation agreements
  • Boloforms MCP Server - An MCP Server integration for Boloforms, exposing its digital signature and form capabilities to MCP-compatible AI agents and tools. (Read more) forms e-signature document-automation
  • Bookingmood MCP Server - An MCP server for Bookingmood, a commission-free booking platform, enabling programmatic access to availability and booking-related data. (Read more) booking reservations hospitality
  • Booqable MCP Server - An MCP Server that interfaces with Booqable’s rental software, allowing MCP clients to streamline and automate rental operations via the MCP protocol. (Read more) rental inventory operations
  • BotConversa MCP Server - MCP Server integration for BotConversa, allowing MCP tools to create and manage no-code chatbots for marketing and automation. (Read more) chatbots Marketing Automation
  • BoxHero MCP Server - MCP Server for BoxHero that exposes its inventory management functions via the Model Context Protocol so agents can manage stock and inventory workflows. (Read more) inventory stock operations
  • Braze MCP Server - An MCP Server for Braze, exposing Braze’s customer engagement capabilities to MCP-based agents and workflows. (Read more) customer-engagement marketing-automation Messaging
  • Breathe MCP Server - An MCP Server integration for Breathe, an HR software platform focused on people-first HR management. (Read more) hr employee-engagement small-business
  • Breezy HR MCP Server - An MCP Server for Breezy HR, a collaborative recruiting platform for job publishing, candidate management, and hiring workflows. (Read more) recruiting ats hiring
  • Brilliant Directories MCP Server - An MCP Server that integrates with Brilliant Directories, enabling MCP-based automation and management of business directory and membership website data. (Read more) directory memberships website
  • Brillium MCP Server - An MCP Server that integrates with Brillium assessment and talent screening software. (Read more) assessment talent hr
  • Budgets.ai MCP Server - An MCP Server for Budgets.ai, letting MCP tools tap into AI-driven budget identification and prediction for sales and marketing. (Read more) Sales Marketing prediction
  • Builderall Mailingboss MCP Server - An MCP Server for Builderall Mailingboss, allowing MCP tools to interact with Builderall’s mailing and marketing automation platform. (Read more) email-marketing marketing-automation campaigns
  • BurstyAI MCP Server - An MCP Server integration for BurstyAI that exposes its AI autopilot workers for small business growth to MCP clients. (Read more) small-business Automation ai-agents
  • Buy Me a Coffee MCP Server - An MCP Server for Buy Me a Coffee that allows MCP agents to interact with creator support features like donations, memberships, and digital sales through the protocol. (Read more) donations memberships creators
  • BuySellAds MCP Server - An MCP Server integration for BuySellAds, providing MCP clients with programmatic access to its advertising solutions for publishers and marketers. (Read more) advertising Marketing campaigns
  • ByteForms MCP Server - An MCP Server for ByteForms that surfaces its all‑in‑one form creation, submission management, and data integration features through the Model Context Protocol. (Read more) forms data-collection
  • CabinPanda MCP Server - An MCP Server integration for CabinPanda, enabling MCP tools to use CabinPanda’s online data collection and form capabilities. (Read more) forms data-collection survey
  • Cal.com MCP Server - An MCP Server for Cal.com that exposes scheduling and calendar booking capabilities over the Model Context Protocol. (Read more) Scheduling Calendar appointments
  • CallerAPI MCP Server - An MCP server integration for CallerAPI, enabling caller identification and enrichment via API. (Read more) caller-id enrichment api
  • Callingly MCP Server - An MCP server for Callingly, which automatically calls you and dials new leads when they arrive. (Read more) calls lead-generation Automation
  • CallMiner MCP Server - An MCP server for CallMiner that exposes AI-powered conversation intelligence features—such as contact center analytics and CX insights—to MCP clients through Pipedream. (Read more) Analytics Customer Support ai-insights
  • CallPage MCP Server - An MCP Server for CallPage that lets MCP-based tools generate and manage sales calls and leads from websites via CallPage’s platform. (Read more) Sales calls lead-generation
  • CallRail MCP Server - MCP Server for CallRail, connecting MCP clients to CallRail’s lead intelligence and call tracking platform. (Read more) call-tracking lead-intelligence Marketing
  • Campaign Cleaner MCP Server - An MCP Server for Campaign Cleaner that provides tools for optimizing and cleaning email campaigns via MCP-based workflows. (Read more) Email Marketing Automation
  • Campaign Monitor MCP Server - An MCP Server for Campaign Monitor, enabling MCP clients to create, send, and track email marketing campaigns programmatically. (Read more) email-marketing marketing-automation campaigns
  • CampaignHQ MCP Server - MCP Server for CampaignHQ, integrating its email marketing platform capabilities into Model Context Protocol ecosystems. (Read more) email-marketing campaigns Automation
  • Campayn MCP Server - An MCP Server that connects to Campayn, allowing MCP-compatible tools to manage and track email marketing campaigns via Campayn’s platform. (Read more) email-marketing campaigns marketing-automation
  • Capsule MCP Server - An MCP server integration for Capsule CRM, enabling AI agents or tools to interact with Capsule’s simple CRM features and customer data through the MCP protocol. (Read more) Crm customer-data Sales
  • Cardly MCP Server - An MCP Server integration for Cardly, enabling automated sending of personalized, handwritten-style cards via MCP clients. (Read more) direct-mail personalization Marketing
  • CarMD MCP Server - An MCP server that interfaces with CarMD services, letting MCP tools access OBD2-based automotive diagnostics, data, and apps to help reduce car ownership and maintenance costs. (Read more) diagnostics automotive health
  • CATS MCP Server - An MCP Server for CATS, an applicant tracking system and recruiting software platform. (Read more) recruiting ats hr
  • CDR Platform MCP Server - MCP Server for the CDR Platform, providing an API interface over the Model Context Protocol to manage carbon dioxide removal operations. (Read more) environmental-data operations
  • CentralStationCRM MCP Server - An MCP server for CentralStationCRM that exposes its small-business-friendly CRM capabilities to MCP-compatible clients for workflow and automation use cases. (Read more) Crm small-business
  • Certifier MCP Server - Certifier MCP Server is an MCP-compatible server for the Certifier digital credentialing platform, allowing AI agents to create, issue, manage, and track certificates and badges via MCP. (Read more) certificates document-automation
  • ChannelAdvisor MCP Server - MCP Server for ChannelAdvisor, exposing multichannel commerce platform capabilities to AI agents via the Model Context Protocol. (Read more) E Commerce multi-channel retail
  • Chargebee - MCP server connecting AI agents to the Chargebee billing platform, enabling automation and query of payment workflows. (Read more) chargebee Billing Automation mcp open-source
  • Chargeblast MCP Server - MCP Server for Chargeblast, enabling AI tools to integrate chargeback reduction workflows for hypergrowth startups through the Model Context Protocol. (Read more) Payments chargebacks Automation
  • ChargeOver MCP Server - MCP Server exposing ChargeOver’s recurring billing automation platform to AI and tools through the Model Context Protocol. (Read more) Billing subscriptions Automation
  • Chargify MCP Server - MCP Server for Chargify, providing access to B2B SaaS billing and revenue management features via the Model Context Protocol. (Read more) Billing subscriptions revenue
  • ChartHop MCP Server - An MCP Server integration for ChartHop, enabling connection to its HR data visualization and people analytics platform. (Read more) hr Analytics people-ops
  • ChartMogul MCP Server - An MCP Server that connects to ChartMogul, enabling retrieval and analysis of subscription analytics and revenue metrics via MCP-compatible tools. (Read more) subscriptions Analytics revenue
  • Chaser MCP Server - An MCP Server for Chaser that allows AI workflows to manage credit checks, debtor monitoring, invoice chasing, and collections. (Read more) invoicing collections accounting
  • Checkout.com MCP Server - An MCP Server for Checkout.com that exposes payment services and operations to power payment workflows via MCP-enabled clients. (Read more) Payments payment-processing fintech
  • ChMeetings MCP Server - An MCP Server that connects to ChMeetings, exposing church management functionality to MCP-based assistants and tools. (Read more) church-management Crm nonprofit
  • CINC MCP Server - MCP server for CINC, providing access to CINC’s real-estate CRM and lead management features via the Model Context Protocol. (Read more) Crm real-estate lead-management
  • Circle MCP Server - An MCP server that connects to Circle’s community platform, allowing MCP clients to manage and query community spaces, members, and content. (Read more) Community engagement membership
  • CiviCRM MCP Server - An MCP server for CiviCRM that exposes CiviCRM’s nonprofit-focused CRM capabilities—such as contact, contribution, and membership management—to MCP-compatible AI agents and tools. (Read more) Crm nonprofit contacts
  • Clarify MCP Server - MCP server for Clarify CRM, giving MCP-based tools structured access to modern revenue-team CRM data and operations. (Read more) Crm Sales revenue
  • ClassMarker MCP Server - ClassMarker MCP Server is a Model Context Protocol server that connects AI tools to ClassMarker’s online testing and quiz-making platform for programmatic quiz management and assessment workflows. (Read more) assessment Testing education
  • Clearbit MCP Server - An MCP Server integration for Clearbit that provides B2B lead enrichment, qualification, and scoring data through the Model Context Protocol. (Read more) lead-enrichment b2b data-enrichment
  • Clearout MCP Server - MCP Server for Clearout, providing model-context access to Clearout’s email verification and email finder capabilities for bulk and real-time use. (Read more) email-verification lead-enrichment validation
  • CleverReach MCP Server - An MCP server integration for CleverReach, providing MCP clients access to CleverReach’s email marketing and newsletter creation features. (Read more) Email Marketing campaigns
  • CleverTap MCP Server - An MCP server for CleverTap that exposes CleverTap’s customer engagement and analytics platform to MCP-compatible tools, enabling automated engagement workflows. (Read more) Analytics Marketing customer-data
  • Click2Mail MCP Server - An MCP Server for Click2Mail that lets AI agents send and manage physical mail through MCP-enabled workflows. (Read more) direct-mail printing workflow-automation
  • ClickFunnels MCP Server - An MCP Server integration for ClickFunnels, enabling MCP agents to interact with and automate marketing funnel operations within ClickFunnels. (Read more) Marketing Sales Automation
  • ClickMeeting MCP Server - An MCP Server for ClickMeeting that connects to the browser-based webinar platform to programmatically manage and automate webinar workflows. (Read more) webinar meetings Marketing
  • ClickTime MCP Server - An MCP Server integration for ClickTime providing time and expense tracking operations via the Model Context Protocol. (Read more) time-tracking expenses Productivity
  • Cliengo MCP Server - An MCP server for Cliengo that surfaces chatbot-driven lead capture and sales opportunity data to MCP-enabled assistants and workflows. (Read more) Crm lead-management Sales
  • Clientary MCP Server - An MCP Server for Clientary giving MCP clients access to client, invoice, project, proposal, estimate, and payment management features. (Read more) invoicing client-management small-business
  • Clientify MCP Server - An MCP server for Clientify that lets MCP-based agents interact with Clientify’s CRM and digital sales automation capabilities, including customer profiling and task automation. (Read more) Crm Sales marketing-automation
  • Cliento MCP Server - MCP server integration for Cliento’s booking system, enabling MCP tools to interact with appointments and scheduling data. (Read more) booking appointments Scheduling
  • ClinchPad MCP Server - An MCP server for ClinchPad that exposes its deal-focused CRM pipelines so MCP clients can track and manage deals programmatically. (Read more) Crm deals Sales
  • Cline Marketplace - An MCP server marketplace with VS Code integration, supporting one-click installations, Blender 3D visualization, and real-time collaboration for streamlined development. (Read more) marketplace vscode Real Time 3d-modeling
  • Cliniko MCP Server - An MCP Server that integrates Cliniko’s health practice management software with MCP-aware AI tools. (Read more) health practice-management appointments
  • Clio MCP Server - MCP server for Clio’s legal practice management and legal CRM platform, allowing MCP-compatible agents to work with legal matters and contacts. (Read more) practice-management legal Crm
  • Clockwork Recruiting MCP Server - An MCP Server integration for Clockwork Recruiting, enabling AI agents to work with executive search and recruiting data over MCP. (Read more) recruiting ats hr
  • Close CRM MCP Server - An MCP server for Close CRM at https://mcp.close.com/mcp providing MCP-based access to Close’s CRM data and workflows via OAuth2.1 authentication. (Read more) Crm Sales pipeline-management
  • CloudCart MCP Server - An MCP Server integration for CloudCart, exposing e-commerce store and marketing functionality through the MCP protocol. (Read more) E Commerce Marketing online-store
  • Cloudpresenter MCP Server - An MCP Server for Cloudpresenter that exposes webinar and video conferencing functionality to MCP-based applications. (Read more) video-conferencing webinar events
  • Cloze MCP Server - An MCP Server that connects Cloze’s relationship management and communication tracking platform to MCP-enabled agents. (Read more) Crm relationship-management Sales
  • CoderPad MCP Server - CoderPad MCP Server is a Model Context Protocol server that exposes CoderPad’s technical interview and live coding environment to MCP clients for automated assessment and candidate evaluation workflows. (Read more) assessment recruiting coding
  • Cometly MCP Server - An MCP Server that integrates with Cometly, giving MCP clients access to revenue attribution data for marketing teams. (Read more) marketing-analytics attribution campaigns
  • CommerceHQ MCP Server - An MCP Server for CommerceHQ that surfaces its e-commerce store and conversion-focused platform features via MCP. (Read more) E Commerce online-store conversion-optimization
  • commercetools MCP Server - An MCP Server for commercetools, exposing its modern, MACH-based commerce platform APIs through the MCP protocol. (Read more) E Commerce api-first commerce-platform
  • CompanyCam MCP Server - CompanyCam MCP Server integrates the CompanyCam photo and job site documentation platform into MCP, enabling automated access to project photos and related data. (Read more) field-service photos Documentation
  • CompanyHub MCP Server - MCP server for CompanyHub that lets MCP tools read and manipulate sales-automation CRM data tailored to various industries. (Read more) Crm Sales Automation Sales
  • Confection MCP Server - MCP Server that integrates Confection’s privacy-compliant data collection, storage, and distribution into model-context workflows. (Read more) data-collection privacy Marketing
  • Connecteam MCP Server - An MCP Server integration for Connecteam, exposing employee app and workforce management features through MCP. (Read more) workforce-management employee-management operations
  • ConnectWise PSA MCP Server - An MCP Server for ConnectWise PSA that allows MCP-compatible tools to interact with professional services automation data and workflows. (Read more) psa professional-services workflow-automation
  • Constant Contact MCP Server - An MCP server integration for Constant Contact that enables MCP clients to leverage Constant Contact’s email and digital marketing tools programmatically. (Read more) email-marketing marketing-automation campaigns
  • Contact Enhance MCP Server - MCP server that integrates Contact Enhance to enrich business contact data via an AI-powered bot. (Read more) data-enrichment contacts lead-enrichment
  • Contacts+ MCP Server - An MCP server for Contacts+ providing MCP-based access to cross-platform contacts management data and operations. (Read more) contacts Crm
  • Content Snare MCP Server - An MCP server for Content Snare that lets MCP clients automate information and content collection from clients and stakeholders. (Read more) content-collection workflow-automation client-onboarding
  • contentful-mcp - An MCP server to update, create, and delete content, content-models, and assets in a Contentful Space. (Read more) mcp Cms Content Management api-integration
  • Convenia MCP Server - An MCP Server for Convenia, a cloud-based people management solution for small businesses. (Read more) hr small-business people-management
  • ConvertKit MCP Server - An MCP Server integration for ConvertKit, allowing MCP clients to manage email marketing and audience engagement for online creators. (Read more) Email Marketing audience-engagement
  • Convolo.ai MCP Server - An MCP Server for Convolo.ai that exposes its AI-powered communications and sales call optimization platform via MCP-compatible endpoints. (Read more) Sales ai Communications
  • Copper MCP Server - MCP server integration for Copper CRM, exposing its CRM objects and workflows to MCP-based assistants and automations. (Read more) Crm Sales contacts
  • Corsizio MCP Server - An MCP Server integration for Corsizio that enables MCP clients to manage online registrations, payments, and feedback for live teaching events. (Read more) registrations events Payments
  • Countdown API MCP Server - An MCP Server for Countdown API, providing MCP-based access to real-time eBay product data without manual scraper maintenance. (Read more) market-data E Commerce product-data
  • Coupontools MCP Server - An MCP Server for Coupontools, providing MCP-compatible tools with access to Coupontools’ promotional and coupon-based marketing features. (Read more) promotions coupons Marketing
  • Craftboxx MCP Server - An MCP Server that connects to Craftboxx so MCP-based tools can work with job scheduling, documentation, and time recording data for craftsmen-focused workflows. (Read more) job-management Scheduling field-service
  • Credit Repair Cloud MCP Server - An MCP server integration for Credit Repair Cloud, allowing MCP agents to work with the platform’s credit repair software features for automation and workflow management. (Read more) credit workflow-automation finance
  • Crowd.dev MCP Server - An MCP server for Crowd.dev that enables MCP clients to query and manage developer community data from the Crowd.dev platform. (Read more) Community Analytics Developer Tools
  • Crowdin MCP Server - MCP Server for Crowdin, giving MCP-aware applications access to Crowdin’s cloud-based localization and multilingual content management features. (Read more) localization Content Management
  • CrowdPower MCP Server - An MCP Server for CrowdPower that exposes lifecycle automation and customer retention workflows to MCP clients, enabling automated customer engagement scenarios. (Read more) customer-engagement lifecycle marketing-automation
  • CUFinder MCP Server - An MCP Server integration for CUFinder, allowing MCP-based tools to tap into CUFinder’s B2B lead generation and enrichment platform for sales and growth workflows. (Read more) lead-enrichment b2b Sales
  • Curated MCP Server - An MCP Server that connects to Curated, enabling MCP clients to work with Curated’s newsletter publishing and link curation features programmatically. (Read more) newsletter content-curation publishing
  • Current RMS MCP Server - An MCP Server for Current RMS rental management, exposing cloud rental, inventory, and booking operations for AV, production, events, and broadcast businesses through MCP. (Read more) rental inventory bookings
  • Custom MCP Servers - Processes and categorizes financial transaction data within an MCP server, outputting organized CSV files for personal finance management—an example of a task-specific MCP server implementation. (Read more) finance csv personal-finance mcp
  • Customer Fields MCP Server - An MCP server for Customer Fields that provides access to custom customer sign-up forms and customer data management via MCP-compatible tools. (Read more) customer-data forms E Commerce
  • Customer.guru MCP Server - An MCP Server for Customer.guru that lets MCP-aware agents track and work with Net Promoter Score (NPS) and customer satisfaction data. (Read more) nps customer-feedback Analytics
  • Customer.io MCP Server - An MCP Server for Customer.io, exposing its automated messaging and customer engagement APIs to MCP-compatible tools for orchestrating campaigns. (Read more) customer-engagement email-marketing campaigns
  • Cutt.ly MCP Server - Cutt.ly MCP Server brings URL shortening, link management, branded short links, and QR code generation into the MCP ecosystem for automated link workflows. (Read more) url-shortening Analytics Marketing
  • Cwm Api Gateway Mcp - An MCP server bridging Claude with the ConnectWise Manage API, providing natural language search and memory features for efficient IT service management—demonstrating MCP server integration for business workflows. (Read more) mcp api-integration business Memory
  • Cyberimpact MCP Server - An MCP Server exposing Cyberimpact’s email marketing and campaign management features to MCP-based workflows and automations. (Read more) email-marketing campaigns marketing-automation
  • Daffy MCP Server - An MCP server integration for Daffy, enabling MCP-based agents to interact with Daffy’s charitable giving platform for contributions and donations. (Read more) donations nonprofit Payments
  • Darwinbox MCP Server - An MCP Server for Darwinbox, a modern HR management software platform. (Read more) hr people-management
  • Data247 MCP Server - An MCP Server for Data247, offering MCP-based access to its data management and lookup services for phone, email, and contact data validation. (Read more) data-enrichment validation contact-data
  • Databox MCP Server - An MCP Server for Databox that lets MCP-based agents and workflows connect to Databox to track, report on, and monitor performance data across tools and devices. (Read more) dashboards reporting kpi
  • Datagma MCP Server - An MCP Server for Datagma that enriches incomplete B2B prospect and company data with over 50 additional attributes via MCP-compatible workflows. (Read more) b2b data-enrichment lead-generation
  • DaySchedule MCP Server - DaySchedule MCP Server exposes DaySchedule’s meeting and scheduling capabilities to MCP clients, enabling automated creation and management of booking pages and appointments. (Read more) Scheduling appointments booking
  • DealMachine MCP Server - An MCP server for DealMachine that surfaces its real estate investor tools for direct-to-seller marketing and deal discovery to MCP clients. (Read more) real-estate Marketing lead-generation
  • dealx/mcp-server - MCP Server for the DealX platform, enabling integration and data retrieval in accordance with the MCP protocol. (Read more) integration business platform open-source
  • DEAR Systems MCP Server - An MCP Server that connects to DEAR Inventory (DEAR Systems), exposing inventory control, manufacturing, sales, shipping, and payment operations through the MCP interface. (Read more) inventory E Commerce orders

Code Execution & Automation Mcp Servers

  • 3D Printer MCP - 3D Printer MCP enables LLMs to control and monitor 3D printing hardware, manage print jobs, and optimize the additive manufacturing process. (Read more) mcp 3d-printing hardware Automation Monitoring
  • 3D Printer Server - An MCP server that integrates with 3D printer management systems (OctoPrint, Klipper, Duet, etc.) enabling remote control, STL file manipulation, slicing, and advanced print job workflows, highlighting MCP servers in IoT and device automation. (Read more) mcp 3d-printing iot Automation
  • aircodelabs/grasp - A self-hosted browser agent with built-in MCP and A2A support, enabling browser automation via MCP. (Read more) browser Automation self-hosted ai-integration
  • Android MCP - An MCP server providing control over Android devices via ADB, including screenshot capture, UI analysis, package management, and command execution. (Read more) mcp android command-execution Automation
  • apify/mcp-server-rag-web-browser - An MCP server for Apify's RAG Web Browser Actor, performing web searches, scraping URLs, and returning content in Markdown within the MCP protocol. (Read more) mcp web scraping Rag Automation
  • apple-notifier-mcp - A simple MCP server for sending notifications on mac devices, directly serving as an MCP server example. (Read more) mcp notifications macos Automation
  • apple-shortcuts-mcp - An MCP server integration for Apple Shortcuts, allowing automation workflows via the Model Context Protocol. (Read more) mcp apple-shortcuts Automation macos
  • Applescript MCP - MCP server leveraging AppleScript to enable natural language control of macOS applications and system functions within the MCP ecosystem. (Read more) applescript macos Automation natural-language
  • auto-mobile - auto-mobile is a tool suite built around an MCP server for Android automation, supporting developer workflows and testing through MCP-accessible automation capabilities. (Read more) android Automation Testing
  • Automata Labs Playwright MCP Server - An MCP server from Automata Labs that controls web browsers via Playwright through standardized MCP commands. (Read more) playwright browser Automation
  • AWS Lambda Tool MCP Server - An MCP server that allows AI agents to execute AWS Lambda functions as tools for secure access to private AWS resources. (Read more) Aws lambda Serverless
  • Awsome Kali MCP Servers - MCP servers providing a secure, sandboxed environment for executing Kali Linux security tools like nmap, objdump, and wireshark for network analysis and vulnerability scanning. (Read more) Security sandbox kali-linux code-execution mcp
  • Bash MCP Server - An MCP Server that executes Bash commands within Pipedream workflows, enabling shell scripting and curl-based integrations via MCP. (Read more) shell code-execution Automation
  • blackwhite084/playwright-plus-python-mcp - A Python-based MCP server using Playwright for browser automation, suitable for LLM integration. (Read more) playwright Python Browser Automation llm
  • Browser MCP - MCP servers for automating and controlling the user's browser using existing browser profiles, ideal for tasks requiring logged-in sessions and avoiding bot detection. Includes implementations by browsermcp and modelcontext. (Read more) mcp browser Automation web open-source
  • Browser Use - Integrates with web browsers to enable automated web scraping, form filling, and interaction with web applications. This is a popular and well-maintained MCP server focused on browser automation. (Read more) mcp browser Automation scraping
  • Browser Use MCP Server - An MCP server packaging the browser-use automation framework with SSE transport, including Dockerized Chromium and VNC support for remote browser control. (Read more) Browser Automation Web Scraping Docker
  • Browser Use Server - Provides an async browser automation server using OpenAI's GPT-4o model, enabling remote web navigation, content extraction, and task execution with configurable browser contexts. This is a robust MCP server solution for browser automation. (Read more) mcp browser Automation openai web
  • browser-automation-mcp - Integrates Playwright with MCP to enable automated web interactions, scraping, and testing across browsers. mcp browser Automation playwright
  • browser-control-mcp - An MCP server paired with a browser extension that allows LLMs to control Firefox browsers. (Read more) mcp browser Automation ai-integration
  • Browserbase MCP - An MCP server for cloud browser automation using Browserbase, Puppeteer, and Stagehand, enabling LLMs to interact with web pages, take screenshots, and execute JavaScript in a headless browser environment. (Read more) mcp browser Automation puppeteer Cloud
  • browserbase/mcp-server-browserbase - Automate browser interactions in the cloud, including navigation, data extraction, and form filling, via MCP server. (Read more) mcp browser Automation Cloud Data Extraction
  • Browserless MCP Server - An MCP Server integration for Browserless, providing MCP clients with access to headless Chrome instances in the cloud for automated browsing, scraping, and testing. (Read more) Browser Automation Web Scraping Testing
  • BrowserMCP - An MCP server that automates a local Chrome browser, allowing LLMs to control and script browser behavior on the user’s machine. (Read more) Browser Automation Web Scraping Automation
  • Cedarscript MCP - Implements CEDARScript, a SQL-like language, as an MCP server for code manipulation, showcasing the adaptability of MCP servers for language and code-based tasks. (Read more) mcp Sql code-execution language
  • CLI Server - A secure MCP server for executing shell commands with robust security controls, enabling protected command-line operations. Directly relevant as a widely-used MCP server for secure CLI automation. mcp command-execution Security Automation
  • cli-mcp-server - A command line MCP Server offering secure execution and customizable security policies. Directly relevant to MCP server implementations for command line environments. (Read more) mcp cli code-execution Security
  • Cmd Server - Cross-platform MCP server for executing command-line operations and SSH connections on Windows and Linux through a standardized interface. Relevant as a foundational MCP server tool. (Read more) mcp command-execution ssh cross-platform
  • co-browser/browser-use-mcp-server - browser-use packaged as an MCP server with SSE transport, Dockerized Chromium, and VNC server for remote browser automation. (Read more) mcp browser Automation Docker sse
  • Code Sandbox MCP - A sandboxed MCP server enabling secure, multi-language code execution with resource limits and network restrictions. Direct example of an MCP server providing isolated code execution environments. (Read more) mcp code-execution sandbox multi-language
  • codemcp - codemcp is a minimal coding agent MCP server that exposes basic tools for reading and writing files and executing command-line operations. It is designed as a simple reference implementation of an MCP-based coding agent. (Read more) code-execution reference-implementation Automation
  • Comfy MCP Server - A server using the FastMCP framework to generate images based on prompts via a remote Comfy server, serving as a specialized MCP server for generative tasks. (Read more) generative-ai image-generation fastmcp Automation
  • computer-control-mcp - An MCP server that enables desktop automation, including mouse control, keyboard input, screenshots, OCR, and window management, allowing LLMs to interact with graphical user interfaces. (Read more) mcp Automation desktop gui
  • Container MCP - An MCP server offering secure, sandboxed environments for executing code, running commands, accessing files, and performing web operations through containerization and isolation technologies. (Read more) mcp container sandbox code-execution Security
  • container-use - container-use is an MCP-compatible server from Dagger that provides containerized environments for coding agents, allowing multiple agents to work independently in isolated, fresh containers with persistent volumes and cached images for efficient code execution workflows. (Read more) Containers code-execution Automation

Content Extraction & Summarization Mcp Servers

  • 2markdown MCP Server - An MCP Server that converts web pages into clean Markdown, enabling AI agents and MCP clients to access and process comprehensive website content in a structured text format. (Read more) Markdown Content Extraction web
  • Affinda MCP Server - MCP Server for Affinda’s AI-powered document processing platform, allowing model context protocol clients to automate document extraction and processing tasks. (Read more) document-processing Content Extraction ai-insights
  • AI Textraction MCP Server - An MCP server that provides AI-powered text extraction, allowing LLMs to extract custom user-defined entities such as names, dates, and prices from unstructured text. (Read more) Content Extraction entity-extraction ai-insights
  • Airparser MCP Server - An MCP server exposing Airparser’s GPT-powered document parsing capabilities, enabling automated document data extraction through the Model Context Protocol. (Read more) document-processing Data Extraction ai-integration
  • AlgoDocs MCP Server - An MCP server exposing AlgoDocs intelligent document processing, allowing AI agents to perform AI-powered document data extraction via MCP. (Read more) document-processing Data Extraction ai
  • Alphamoon MCP Server - An MCP server that connects Alphamoon’s AI-based document automation and data extraction services to Model Context Protocol-compatible agents. (Read more) document-processing ocr Automation
  • Anki MCP - Simple note-taking MCP server that stores notes and can generate summaries of stored content. (Read more) notes summarization open-source Content Management
  • Aryn MCP Server - An MCP Server for Aryn, enabling applications to unlock and work with unstructured data via the Model Context Protocol. (Read more) unstructured-data nlp ai-integration
  • AskYourPDF MCP Server - MCP Server integration for AskYourPDF, enabling dynamic, interactive conversations with documents via the Model Context Protocol. (Read more) pdf Rag document-query
  • Automatic Data Extraction MCP Server - An MCP Server that uses an AI-powered automated extraction API to instantly access structured web data for MCP-based agents and workflows. (Read more) Data Extraction Web Scraping ai-insights
  • Azdo MCP - TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of text notes. (Read more) notes summarization typescript open-source
  • brightdata-mcp - An MCP server by Bright Data that lets AI assistants discover, extract, and interact with the web via a unified interface for automated access across the public internet. (Read more) Web Scraping Data Extraction web
  • Browse AI MCP Server - An MCP Server for Browse AI that lets MCP-compatible agents control Browse AI robots to extract structured data from websites without coding. (Read more) Web Scraping Automation No Code
  • Browserbase MCP Server - An MCP Server for Browserbase that provides a controllable web browser environment for AI agents and MCP-based applications. (Read more) Browser Automation Web Scraping web
  • Browserhub MCP Server - An MCP Server for Browserhub that provides no-code web scraping and data extraction capabilities to MCP agents and tools. (Read more) Web Scraping Data Extraction No Code
  • ChatPDF MCP Server - An MCP Server for ChatPDF, allowing MCP tools to extract information from and chat with PDFs through the ChatPDF backend API. (Read more) pdf Chat summarization
  • Chimp Rewriter MCP Server - An MCP server for Chimp Rewriter that exposes AI-powered rewriting and SEO article rephrasing features to MCP-based tools. (Read more) content-refinement seo writing-assistant
  • content-core - An MCP server for intelligent content extraction from URLs, documents, videos, and audio files using automatic engine selection and support for multiple content types. (Read more) Content Extraction media-processing ai-integration
  • Conversion Tools MCP Server - An MCP server exposing Conversion Tools’ online file conversion services (JSON, XML, Excel, HTML, PDF, and other formats) via MCP. (Read more) document-conversion file-processing Automation
  • Cradl AI MCP Server - MCP server for Cradl AI to automate internal document processes with AI-based document understanding. (Read more) document-processing ai-integration
  • Crawlbase MCP Server - An MCP Server integration for Crawlbase, allowing MCP-compatible agents to use Crawlbase’s web crawling, scraping, and proxy capabilities programmatically. (Read more) Web Scraping proxy Data Extraction

Content Management Mcp Servers

  • Agility CMS MCP Server - An MCP Server for Agility CMS, integrating its headless CMS with layouts into the MCP ecosystem so AI agents can manage and interact with content programmatically. (Read more) Cms Content Management headless
  • Amplenote MCP Server - An MCP Server that connects to Amplenote, allowing AI agents to create, organize, and act on notes and tasks within MCP-supported environments. (Read more) notes task-management Productivity
  • Are.na MCP Server - An MCP server for Are.na, enabling interaction with the Are.na platform for connecting ideas and building knowledge from MCP-compatible clients. (Read more) knowledge-management content-organization collections
  • AutoBlogger MCP Server - An MCP Server that connects to AutoBlogger, allowing automated creation and publishing of posts through MCP-enabled agents. (Read more) blog content-generation publishing
  • Blogify MCP Server - An MCP Server that connects to Blogify so MCP-compatible tools can turn content such as YouTube videos into blog posts using AI. (Read more) content-creation blog ai-integration
  • Builder.io MCP Server - An MCP Server integration for Builder.io, exposing its visual page and section building capabilities so MCP tools can manage content and layouts on modern tech stacks. (Read more) page-builder Cms Content Management
  • Canva Enterprise MCP Server - An MCP server for Canva Enterprise, enabling organizations to create, collaborate, and publish visual content securely at scale. (Read more) Design content-creation Collaboration
  • Cloudpress MCP Server - An MCP Server for Cloudpress that allows exporting content from Google Docs and Notion to CMS platforms via automated, programmable operations. (Read more) Content Management Cms publishing
  • Contentful MCP Server - An MCP Server for Contentful using OAuth authentication, exposing Contentful’s API-first content platform to MCP-based tools. (Read more) Cms Content Management api-first
  • Contentstack MCP Server - An MCP Server for Contentstack’s headless CMS, allowing MCP clients to access, manage, and automate content operations via Contentstack’s APIs. (Read more) Cms Content Management api-integration
  • Cults MCP Server - An MCP Server for Cults that exposes the Cults 3D-printing model marketplace to MCP-compatible clients, enabling discovery and retrieval of 3D printer files and related metadata. (Read more) 3d-printing marketplace content-discovery

Data Access & Integration Mcp Servers

  • ac3xx/mcp-servers-kagi - MCP server integrating the Kagi search API, providing Kagi-powered search capabilities within the MCP ecosystem. (Read more) Search api-integration kagi open-source
  • Adafruit IO MCP Server - An MCP server that connects to Adafruit IO, enabling MCP-based tools and agents to display, respond to, and interact with IoT project data hosted on the Adafruit IO platform. (Read more) iot data-streaming api-integration
  • AerisWeather MCP Server - An MCP Server exposing the AerisWeather weather API and mapping platform, enabling weather and environmental data access for MCP agents and applications. (Read more) weather api environmental-data
  • agent-twitter-client-mcp - A Model Context Protocol server for AI agents to interact with Twitter, supporting tweet operations and user interactions. Demonstrates MCP server utility for social media integration. (Read more) mcp twitter social-media ai-integration
  • Agentql Mcp - Extracts structured data from web pages using natural language input, converting content into JSON format without custom scraping code. A practical MCP server for web data extraction. (Read more) mcp Data Extraction web natural-language
  • Airbyte MCP Server - An MCP Server for Airbyte, exposing Airbyte’s ELT data connectors to move data between databases, APIs, and warehouses via the MCP protocol. (Read more) Data Integration elt pipelines
  • AirNow MCP Server - An MCP server that provides public national air quality information and real-time AQI conditions for over 400 cities across the US, enabling models and tools to query live air quality data. (Read more) environmental-data Real Time open-data
  • Aiven-Open/mcp-aiven - MCP server for managing and interacting with Aiven projects, supporting PostgreSQL, Apache Kafka, ClickHouse, and OpenSearch services. Enables navigation and operations across multiple data services within the Aiven platform. (Read more) mcp aiven Database Cloud
  • Algolia MCP Server - The official MCP Server for Algolia, providing neural ranking and automatic synchronization of search results with other MCP-connected platforms. (Read more) algolia Search integration mcp
  • Amazon Location Service MCP Server - An MCP server integrating Amazon Location Service features like place search, geocoding, and route optimization into MCP-powered conversational assistants and agents. (Read more) Aws location-intelligence geocoding
  • Amazon Q Index MCP Server - An MCP server that exposes Amazon Q index data accessors, enabling search and retrieval over an enterprise’s Q index within MCP-compatible applications. (Read more) Search Enterprise data-access
  • Ambee MCP Server - An MCP Server for Ambee that provides climate and environmental intelligence data—such as air quality and weather—to AI agents through MCP. (Read more) climate weather api-integration
  • Ambient Weather MCP Server - An MCP server integration for Ambient Weather, exposing data from Ambient Weather’s weather stations and environmental monitoring cloud services via the MCP protocol. (Read more) weather environmental-data api-integration
  • ancestry-mcp - An MCP server for reading .ged files and genetic data, integrating ancestry information into AI workflows via MCP. (Read more) ancestry genealogy data-access mcp open-source
  • Anilist MCP - An MCP server that integrates with Anilist's anime/manga database through GraphQL queries, enabling search, retrieval, and analysis of Japanese media information. Directly relevant as an example of an Awesome MCP Server with a specialized function. (Read more) anilist graphql media data-access
  • API Sports MCP Server - An MCP Server that connects to API Sports, offering structured access to multi-sport statistics and live sports data via MCP. (Read more) sports api live-data
  • apify/actors-mcp-server - An MCP server that provides access to 3,000+ pre-built cloud tools (Actors) for data extraction from websites, e-commerce, social media, and more. (Read more) Data Extraction Cloud integration open-source
  • apple-books-mcp - An MCP server that augments Apple Books by enabling transformation of book collections into interactive knowledge repositories, making it a notable MCP server. (Read more) mcp apple-books Knowledge Base macos
  • apple-calendar-mcp - A Model Context Protocol (MCP) server allowing AI models to access and manipulate Apple Calendar data on macOS, directly relevant as an MCP server. (Read more) mcp apple-calendar macos integration
  • apple-mcp - Integrates with Apple's native applications to provide MCP server functionalities such as searching contacts, managing notes, and sending messages within macOS. Also a collection of MCP server tools enabling AI systems to interface with native macOS applications including Messages, Notes, Contacts, and more, via the Model Context Protocol. (Read more) mcp apple macos integration
  • apple-notes-mcp - An MCP server enabling access and search functionality for local Apple Notes databases, fitting into the MCP server ecosystem. Also supports semantic search and AI-assisted Retrieval Augmented Generation (RAG) over Apple Notes, supporting secure, local interaction through Claude Desktop. (Read more) mcp apple-notes Semantic Search Rag
  • apple-reminders-mcp - An MCP server for AI assistants to manage Apple Reminders on macOS, with a TypeScript API to create, complete, and delete reminders. (Read more) mcp apple-reminders macos typescript
  • arxiv-mcp - An MCP server that enables AI assistants to search and access arXiv research papers through a simple Message Control Protocol interface, allowing for paper search, download, listing, and reading capabilities. Highly relevant as a specialized MCP server. (Read more) mcp arxiv Research data-access Ai Assistant
  • ASIN Data API MCP Server - ASIN Data API MCP Server exposes the ASIN Data API—an Amazon product data service—through the Model Context Protocol, letting MCP clients retrieve low-cost Amazon product information programmatically. (Read more) amazon product-data api-integration
  • Aviation MCP - Provides aviation weather information through a Model Context Protocol (MCP) server, enabling access to METARs, TAFs, PIREPs, and route weather data. (Read more) mcp weather open-data aviation api-integration
  • AWS Athena MCP Server - An MCP server for AWS Athena that allows running SQL queries on Glue Catalog tables through MCP tools. (Read more) Aws Sql data-analysis
  • AWS KB - An MCP server that enables users to retrieve information from AWS Knowledge Bases using Retrieval-Augmented Generation (RAG) via Bedrock Agent Runtime. (Merged 'Aws Kb' and 'Aws Kb Retrieval Server') (Read more) Aws Rag Knowledge Base bedrock
  • AWS S3 Tables MCP Server - An MCP server to manage, query, and ingest S3-based tables, with SQL querying, CSV-to-table conversion, and metadata discovery. (Read more) Aws s3-compatible Sql
  • Axesso Data Service MCP Server - An MCP Server for Axesso Data Service focused on Amazon and other commerce/data sources, enabling MCP clients to retrieve structured product and social data via API. (Read more) E Commerce Data Extraction api-integration
  • Azure API for FHIR MCP Server - MCP Server for Azure API for FHIR, connecting MCP clients to a managed, standards-based healthcare data platform. (Read more) healthcare fhir Azure
  • Bart MCP - An MCP server that integrates with BART's API to deliver real-time train departure information in San Francisco. (Read more) bart Real Time transportation api-integration
  • BART MCP Server - An MCP server for Bay Area Rapid Transit (BART) that allows querying train service information throughout the San Francisco Bay Area. (Read more) transportation open-data api
  • baseline-mcp-server - MCP server for searching Baseline status with the Web Platform API, fitting into the MCP server directory. (Read more) mcp web api-integration reference-implementation
  • Big Data Cloud MCP Server - An MCP Server that exposes BigData Cloud’s performant and scalable data APIs for use in MCP-based applications and agents. (Read more) api data-access geolocation
  • BigDataCorp MCP Server - An MCP Server for BigDataCorp, enabling ethical, large-scale data access from its digital data platform via MCP. (Read more) open-data data-collection data-enrichment
  • Bitable MCP - An MCP server that provides access to Lark Bitable through the Model Context Protocol, enabling LLMs to interact with Bitable tables using predefined tools for reading and manipulating table data. (Read more) tables data-access saas
  • Bluesky Context Server - A simple MCP server that allows desktop clients to query Bluesky instances, illustrating a social network integration via MCP. (Read more) mcp bluesky social-media api-integration
  • Bluesky Mcp - Facilitates interaction with the BlueSky social network via its official API, enabling user, profile, and network data retrieval through an MCP server architecture. (Read more) mcp bluesky social-media api-integration
  • Bonsai MCP - Connects Claude to Blender for analyzing and interacting with IFC building models via MCP, featuring specialized tools for querying and exploring BIM data. A practical BIM-focused MCP server. (Read more) mcp blender bim ai-integration
  • books-mcp-server - An MCP server designed for querying books, compatible with common MCP clients such as Cherry Studio, providing book data access via the MCP protocol. (Read more) mcp data-access books integration
  • brave-search-mcp - An MCP server offering web, image, news, video, and local POI search using Brave's Search API, integrated into the MCP protocol. (Read more) mcp brave web-search open-source
  • Cartes MCP Server - An MCP server exposing Cartes mapping capabilities, providing access to map data and related services for location-based applications. (Read more) maps location-intelligence api-integration
  • Caspio MCP Server - MCP Server for Caspio, exposing its no-code online database application platform to tools and agents using the Model Context Protocol. (Read more) No Code Database application-platform
  • CDC National Environmental Public Health Tracking MCP Server - An MCP Server that exposes the CDC National Environmental Public Health Tracking Network data, allowing MCP-compatible clients to query linked health and environmental datasets. (Read more) health environmental-data open-data
  • chroma-mcp - A server providing data retrieval capabilities powered by the Chroma embedding database, enabling AI models to create and retrieve data collections using vector search, full text search, and metadata filtering. (Read more) mcp Vector Database Semantic Search data-access chroma
  • Claris Filemaker Server OData API MCP Server - An MCP Server that connects to the Claris FileMaker Server OData API, providing standardized OData-based access for querying and updating FileMaker data through MCP-aware tools. (Read more) odata Data Integration api
  • Climate Triage MCP - An MCP server integrating with the ClimateTriage API, enabling users to search and filter open source issues related to climate change and sustainability projects. (Read more) mcp climate api-integration issues
  • climatiq-mcp-server - An MCP server for accessing the Climatiq API, enabling real-time carbon calculations and climate impact insights via MCP. (Read more) mcp climate Real Time api-integration
  • Clojars MCP Server - A Model Context Protocol (MCP) server that provides tools for fetching dependency version information from Clojars, the Clojure artifact repository. (Read more) clojure dependency-management mcp open-source
  • CloudTables MCP Server - An MCP Server for CloudTables, providing MCP-based access to its no-code/low-code database-driven application platform for building and managing data tables with live updates and auditing. (Read more) No Code Database data-management
  • cointelegraph-mcp - An MCP server offering real-time access to the latest news from Cointelegraph for AI-driven applications. (Read more) mcp news Real Time ai-integration
  • Congress.gov MCP Server - An MCP Server that provides access to the Congress.gov API, enabling retrieval of U.S. legislative data via the Model Context Protocol. (Read more) government open-data Research
  • Context Awesome MCP Server - Specialised dataset MCP server at https://www.context-awesome.com/api/mcp offering open MCP access to curated datasets from Context Awesome. (Read more) datasets open-data data-access
  • CrimeoMeter MCP Server - An MCP Server that connects to the CrimeoMeter API, making crime statistics and incident data available to MCP tools. (Read more) crime open-data api-integration
  • DaData.ru MCP Server - An MCP Server providing access to DaData.ru’s automated data cleansing services for Russian postal addresses, phone numbers, and customer names. (Read more) data-cleansing address-verification validation
  • Data.Police.UK MCP Server - An MCP Server that exposes the UK Police open data API through MCP, supporting queries about crime and policing data in England, Wales, and Northern Ireland. (Read more) open-data government crime
  • Databricks MCP Server (OAuth - Service Principal) - An OAuth-enabled MCP Server for Databricks using a Service Principal, allowing secure authenticated access from MCP tools to Databricks resources. (Read more) databricks data-platform oauth
  • databricks-genie-mcp - A server implementing the MCP protocol to connect with Databricks Genie API, enabling LLMs to ask questions, execute SQL, and interact with Databricks conversational agents. (Read more) mcp databricks llm-integration Sql data-analysis
  • databricks-server - A Model Context Protocol (MCP) server for executing SQL queries against Databricks using the Statement Execution API. Enables AI assistants to directly query Databricks data warehouses, analyze schemas, and retrieve structured results. (Read more) mcp databricks Sql data-exploration Ai Assistant
  • Datagov Mcp - An MCP server for accessing Israeli Government Data from Data.gov.il, allowing structured data retrieval and interaction via the MCP protocol. It is a direct example of a domain-specific Awesome MCP Server. (Read more) mcp open-data government data-access
  • dbt-mcp - The official MCP server for dbt (data build tool), providing integration with dbt Core/Cloud, metadata discovery, model info, and semantic layer querying. (Read more) mcp dbt Data Integration metadata data-analysis
  • deepresearchmcp - A research-focused MCP server that conducts intelligent, iterative research through web searches, analysis, and comprehensive report generation, offering citation-rich research automation. (Read more) mcp Research web-search Automation

Data Analysis & Exploration Mcp Servers

  • Akkio MCP Server - An MCP Server that connects to Akkio’s AI data platform, allowing AI agents to run analytics and machine learning workflows via MCP. (Read more) Analytics machine-learning ai-insights
  • Alteryx Analytics Cloud MCP Server - An MCP Server integration with Alteryx Analytics Cloud, enabling automated access to data preparation, analytics, and workflow execution from MCP-based tools. (Read more) Analytics Workflow data-processing
  • Apple Health MCP Server - apple-health-mcp-server is an MCP server that interfaces with exported Apple Health data, exposing health metrics and analytics through the Model Context Protocol so LLMs and tools can query and analyze personal health records. (Read more) health Analytics apple
  • ArcGIS Online MCP Server - An MCP Server for ArcGIS Online that lets AI tools interact with maps, geospatial data, and spatial analysis capabilities through MCP. (Read more) gis maps spatial-analysis
  • Axiom - Axiom's MCP server enables AI agents to query and analyze large datasets in real-time using the Axiom Processing Language (APL). (Read more) data-analysis Real Time ai-integration open-source
  • cal-mcp - An MCP server for mathematical expression calculation, enabling AI models to perform calculations via MCP. (Read more) calculation mathematics mcp open-source ai-integration
  • Cbetamcp - An MCP server for accessing Chinese Buddhist Electronic Text Association (CBETA) resources with catalog browsing, search, and content analysis. Demonstrates the versatility of MCP servers for specialized text retrieval and analysis tasks. (Read more) cbeta text-analysis catalog Search
  • Celonis EMS MCP Server - An MCP Server for Celonis Execution Management System, enabling AI agents to interact with process mining and execution data via MCP. (Read more) process-mining Analytics business-intelligence
  • Census Bureau MCP Server - An MCP Server providing access to U.S. Census Bureau datasets via the Model Context Protocol for demographic, economic, and geographic analysis. (Read more) open-data demographics data-analysis
  • College Football Data MCP Server - An MCP Server that exposes the CollegeFootballData.com API through MCP, enabling access to college football statistics and analytics. (Read more) sports data-analysis api-integration
  • DataSet MCP Server - An MCP Server integration for DataSet, enabling MCP clients to run live data queries and analytics on DataSet’s index-free, schema-less infrastructure. (Read more) Analytics data-exploration live-data
  • Datawaves MCP Server - An MCP Server for Datawaves that exposes customer-facing analytics capabilities to MCP-based tools and agents. (Read more) Analytics dashboards Bi
  • dbt Cloud MCP Server - An MCP Server for dbt Cloud that lets MCP-based tools orchestrate and manage dbt transformations, enabling SQL and Python analytics workflows via the dbt Cloud platform. (Read more) Analytics elt Orchestration

Data Visualization

  • Columns Ai MCP Server - MCP server for Columns Ai, a simple platform for building data stories and visual narratives. (Read more) Data Visualization storytelling Analytics
  • Cyfe MCP Server - An MCP Server for Cyfe, allowing MCP-based tools to interact with Cyfe’s all-in-one business dashboard and data visualization platform. (Read more) dashboard Bi Analytics

Database & Messaging Mcp Servers

  • adx-mcp-server - An MCP server designed for querying and analyzing Azure Data Explorer databases, supporting time-series and analytics MCP use cases. (Read more) mcp Database Azure Analytics time-series
  • airtable-mcp - An MCP server integrating with Airtable to enable CRUD operations on records within code editors, showcasing a practical database MCP server implementation. (Read more) airtable Database integration mcp
  • airtable-server - Provides read and write access to Airtable databases via an MCP server, offering a simple and effective database integration for MCP applications. (Read more) airtable Database integration mcp
  • alibabacloud-tablestore-mcp-server - MCP server implementation for Alibaba Cloud Tablestore, supporting document management, semantic and vector search, RAG-friendly, and serverless capabilities. (Read more) mcp alibaba-cloud Database Semantic Search
  • Amazon Aurora DSQL MCP Server - An MCP server that provides distributed SQL capabilities with PostgreSQL compatibility for Amazon Aurora DSQL, enabling AI agents and tools to perform scalable relational data operations programmatically. (Read more) Sql aurora Aws
  • Amazon Aurora MySQL MCP Server - An MCP server for Amazon Aurora MySQL that exposes MySQL database operations via the RDS Data API, allowing MCP-compatible clients to query and manage Aurora MySQL instances. (Read more) mysql aurora Aws
  • Amazon Aurora PostgreSQL MCP Server - An MCP server for Amazon Aurora PostgreSQL that provides PostgreSQL database operations via the RDS Data API, enabling structured data access and management through MCP-enabled tools. (Read more) Postgresql aurora Aws
  • Amazon DocumentDB MCP Server - An MCP server exposing MongoDB-compatible Amazon DocumentDB operations, enabling document database management and queries via the Model Context Protocol. (Read more) Database Mongodb Aws
  • Amazon DynamoDB MCP Server - An MCP server that provides complete DynamoDB operations and table management, allowing MCP-aware tools and agents to interact with Amazon DynamoDB programmatically. (Read more) Database dynamodb Aws
  • Amazon ElastiCache / MemoryDB for Valkey MCP Server - An MCP server that integrates with Amazon ElastiCache and MemoryDB for Valkey, providing advanced data structures and caching operations through the Model Context Protocol. (Read more) Aws key-value Cache
  • Amazon ElastiCache for Memcached MCP Server - An MCP server enabling high-speed caching operations against Amazon ElastiCache for Memcached, accessible to MCP-compatible tools and agents. (Read more) Aws Cache Database
  • Amazon ElastiCache MCP Server - A generalized MCP server for complete Amazon ElastiCache operations, allowing management of caching clusters through MCP workflows. (Read more) Aws Cache resource-management
  • Amazon Keyspaces MCP Server - An MCP server for Amazon Keyspaces, exposing Apache Cassandra–compatible operations for keyspace and table access via the Model Context Protocol. (Read more) Aws cassandra Database
  • Amazon MQ MCP Server - An MCP server for Amazon MQ that manages RabbitMQ and ActiveMQ message brokers, enabling messaging workflows to be controlled from MCP-based agents. (Read more) Messaging rabbitmq activemq
  • Amazon Neptune MCP Server - An MCP server that provides graph database operations for Amazon Neptune with openCypher and Gremlin query support, integrating graph analytics into MCP ecosystems. (Read more) graph-database Aws Database
  • Amazon Redshift MCP Server - An MCP server for Amazon Redshift that brings data warehousing and analytics capabilities into Model Context Protocol–based agents and workflows. (Read more) redshift Data Warehouse Analytics
  • Amazon SNS / SQS MCP Server - MCP server for working with Amazon SNS and SQS, enabling event-driven messaging, topic and queue management, and message operations through the Model Context Protocol. (Read more) Messaging queue Aws
  • Amazon Timestream for InfluxDB MCP Server - MCP server that exposes Amazon Timestream for InfluxDB with InfluxDB-compatible operations, allowing time-series workloads to be managed and queried via MCP. (Read more) Aws time-series Database
  • Azure SQL Database MCP Server - An MCP Server for Microsoft Azure SQL Database, allowing Model Context Protocol clients to interact with managed Azure SQL databases in the cloud. (Read more) Sql Azure Database
  • Baserow MCP Server - The Baserow MCP integration provides an MCP server that connects AI assistants to Baserow databases, enabling table search, listing, and full CRUD operations on rows through the Model Context Protocol. (Read more) Database crud open-source
  • BigQuery MCP Bridge - The official MCP bridge for Google BigQuery, enabling petabyte-scale analytics and integration with other MCP servers for advanced querying and automation. (Read more) mcp bigquery Database integration
  • bit.io MCP Server - An MCP Server for bit.io, providing Model Context Protocol access to bit.io’s zero‑config, shareable cloud databases. (Read more) Database Cloud Sql
  • Claris FileMaker Server Data API MCP Server - An MCP Server for the Claris FileMaker Server Data API, exposing FileMaker databases to MCP clients so they can query and manipulate FileMaker-hosted data programmatically. (Read more) Database data-access api
  • Clickzetta Server - An MCP server bridging to ClickZetta databases for executing SQL queries, exploring schema information, and documenting insights via natural language interaction. (Read more) mcp Database Sql natural-language
  • Confluent MCP Server - An MCP Server for Confluent that connects MCP tools to Confluent’s data-in-motion platform and Kafka-based streaming capabilities. (Read more) Kafka streaming event-driven
  • convex-mcp-server - Convex MCP server for database integration, providing introspection, table exploration, and query execution. (Read more) mcp convex Database query
  • Couchbase-Ecosystem/mcp-server-couchbase - Couchbase MCP server for unified access to both Capella cloud and self-managed clusters, supporting document operations, SQL++ queries, and natural language analysis. (Read more) mcp couchbase Database Cloud
  • Data Stores MCP Server - An MCP Server exposing Pipedream Data Stores so MCP clients can persist and manage stateful key–value data across workflows and automations. (Read more) key-value data-storage Workflow
  • Database - A universal MCP server supporting multiple database types, such as PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite. (Read more) mcp Database Postgresql mysql Cloud
  • Database MCP Server - A unified MCP server interface for connecting to multiple databases (SQLite, PostgreSQL, MySQL/MariaDB, SQL Server), supporting connection management, query execution, and schema manipulation. (Read more) Database integration mcp open-source
  • database-server-executeautomation - A Model Context Protocol server enabling LLMs to interact with SQLite and SQL Server databases, supporting schema inspection and SQL query execution, as an exemplary database MCP server. (Read more) mcp Database Sql sqlite sql-server
  • database-server-manpreet2000 - A Model Context Protocol server for MongoDB, enabling LLMs to query, insert, delete, and aggregate documents via natural language—demonstrating MCP server database integration. (Read more) mcp Database Mongodb natural-language
  • Datomic Mcp - Provides a JSON-RPC interface to Datomic databases through the MCP protocol, enabling schema exploration and Datalog query execution. This makes it a specialized MCP server for interacting with Datomic. (Read more) mcp Database datomic json-rpc
  • db-mcp-server - High-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL, with tools for query execution, transaction management, and performance analysis. (Read more) mcp Database golang mysql Postgresql
  • dbmcp - Enables direct SQL query execution against MSSQL databases through a FastMCP-powered server with Docker containerization, making it a relevant MCP server for database interaction and analysis. (Read more) mcp Database sql-server Docker fastmcp
  • Dbs - A Model Context Protocol (MCP) implementation for connecting to and working with various database systems, serving as a versatile MCP server. (Read more) mcp Database multi-database integration
  • Dbutils - An all-in-one MCP service that allows AI-powered data analysis by connecting to multiple types of databases (sqlite, mysql, postgres, etc.) within a single, unified configuration, making it a comprehensive MCP server solution. (Read more) mcp Database data-analysis multi-database

Development Tools Mcp Servers

  • Adalo MCP Server - An MCP server for the Adalo no-code app development platform, enabling MCP tools and agents to interact with Adalo apps and resources programmatically. (Read more) No Code app-development mobile
  • Aider Server - Aider MCP Server offloads AI coding tasks to a specialized implementation, providing natural language code changes and model selection, and is a notable MCP server for AI-driven development workflows. (Merged both Aider Server entries) (Read more) ai-integration code-generation natural-language model-selection
  • Aio MCP - MCP server that integrates development tools (GitLab, Jira, Confluence, YouTube, Google AI) for streamlined workflows, exemplifying how MCP servers can unify multiple developer services. (Read more) integration Developer Tools Workflow open-source
  • Aira Server - TypeScript-based MCP server for creating Git commit messages with support for Git status, Gitflow, and branch operations. (Read more) Git Version Control typescript Automation
  • Any OpenAPI MCP Server - An MCP server for interacting with large OpenAPI documents using built-in semantic search over endpoints, with support for customizing the MCP server prefix. (Read more) openapi api-integration Search
  • Apiary MCP Server - An MCP Server that connects to Apiary’s API design, development, and documentation platform, allowing tools and AI agents to manage API blueprints, mocks, and documentation programmatically via MCP. (Read more) api Documentation Developer Tools
  • Awesome Cursor MCP Server - An AI-powered development toolkit MCP server for Cursor, providing intelligent coding assistance, UI screenshot analysis, and code review tools. (Read more) ai-integration Development code-review mcp
  • Azure DevOps MCP Server - An MCP Server that connects to Azure DevOps, enabling planning, collaboration, and CI/CD operations via MCP-compatible agents or tools. (Read more) cicd Devops Project Management
  • Backendless MCP Server - An MCP Server integration for Backendless, exposing its no-code backend services—databases, APIs, and real-time features—to MCP clients for app automation and orchestration. (Read more) backend No Code api
  • BifrostMCP - An MCP server that connects to VS Code and exposes semantic IDE tools like find usages to AI agents through the Model Context Protocol. (Read more) ide vscode Developer Tools
  • BitBucket MCP Server - An MCP Server for Bitbucket Cloud, giving MCP-based agents and tools access to repositories, pull requests, and CI/CD workflows through Bitbucket’s APIs. (Read more) Git repository-management cicd
  • Bubble MCP Server - An MCP Server for Bubble, exposing Bubble’s no-code application platform to MCP agents to create, modify, or interact with Bubble apps programmatically. (Read more) No Code app-development workflow-automation
  • Builder - A Python-based server that assists users in easily installing and configuring other MCP servers across various platforms. Useful for managing and deploying MCP Servers. (Read more) mcp installer deployment Python
  • Cherry Studio - Cherry Studio is a code editor that now supports MCP servers, enabling enhanced development workflows directly with Model Context Protocol integration. The release v1.1.1 introduces this support. (Read more) editor integration Development mcp
  • Claude Code - An MCP server that implements Claude Code-like functionality, allowing AI-driven analysis of codebases, file modification, command execution, and project management directly through file system interactions. A notable solution for code-focused MCP servers. (Read more) mcp codebase Code Analysis ai-integration
  • Claude for Desktop - A desktop application that acts as an MCP host, allowing users to connect and interact with various MCP servers. Essential for testing and using MCP servers, making it highly relevant for the Awesome MCP Servers ecosystem. (Read more) mcp desktop ai-integration open-source
  • Clj Kondo MCP - A Model Context Protocol server providing clj-kondo linting capabilities for Clojure/ClojureScript/EDN files. Useful in environments lacking built-in linting, directly as an MCP server. (Read more) mcp linting clojure Code Analysis
  • Code Documentation Generation MCP Server - An MCP server that analyzes codebases to automatically generate technical documentation, enhancing developer productivity within MCP-powered workflows. (Read more) Documentation Code Analysis code-generation
  • CoderGamester/mcp-unity - A Model Context Protocol (MCP) server designed for Unity3d Game Engine integration, allowing seamless AI-assisted development and tooling within Unity projects. (Read more) unity3d game-development ai-integration open-source
  • cursor - An AI-powered IDE that integrates Claude agents with MCP capabilities, providing session-based memory, function calling, and agent chaining directly within the coding editor for advanced AI-assisted development. (Read more) ide ai-integration mcp code-generation
  • cursor-mcp - An MCP server for controlling and pulling data from Cursor IDE, powering and automating development workflows through the MCP protocol. (Read more) mcp cursor ide Automation
  • Custom Context MCP - A Model Context Protocol (MCP) server that transforms text into structured JSON data using templates with placeholders, directly supporting MCP server ecosystems. (Read more) mcp Context Management template json
  • CyberChef API MCP Server - MCP server for interacting with the CyberChef API, enabling automated use of CyberChef operations via MCP clients. (Read more) cyberchef api-integration Automation mcp

Document Management Mcp Servers

  • Adobe Document Generation API MCP Server - MCP Server that connects to Adobe’s Document Generation API, allowing automated creation of invoices, contracts, proposals, and other business documents through MCP-compatible clients. (Read more) document-generation Automation pdf
  • Adobe PDF Services MCP Server - An MCP server integration for Adobe PDF Services that enables creating, converting, transforming, and performing OCR on PDFs and more through an MCP-compatible interface. (Read more) pdf document-conversion ocr
  • Api2pdf MCP Server - An MCP Server for Api2pdf that allows MCP agents to generate PDFs from various sources through the Api2pdf API, streamlining document creation workflows. (Read more) pdf document-generation api-integration
  • BunnyDoc MCP Server - An MCP Server integration for BunnyDoc, enabling MCP-based access to its legally binding electronic signature and document workflows. (Read more) e-signature document-workflows
  • Carbone MCP Server - An MCP Server for Carbone that lets MCP-compatible tools generate reports by transforming JSON into formats such as PDF, DOCX, XLSX, PPTX, and more. (Read more) reporting document-generation templates
  • CloudFill MCP Server - An MCP Server for CloudFill, allowing MCP clients to generate customized PDFs from templates for customers and leads via simple integrations and APIs. (Read more) pdf templates document-generation
  • Cloudlayer MCP Server - An MCP Server that interfaces with Cloudlayer’s content generation API, enabling automated document and content generation via MCP-compatible tools. (Read more) document-generation document-automation api-integration
  • Concord MCP Server - An MCP Server for Concord contract lifecycle management, enabling MCP-compatible automation around drafting, approvals, e-signature, and contract storage operations. (Read more) contracts clm e-signature
  • CraftMyPDF MCP Server - An MCP Server that connects to CraftMyPDF, enabling automated PDF document generation from reusable templates via MCP-driven workflows and tools. (Read more) pdf document-generation templates
  • Crove MCP Server - An MCP server for Crove.app, enabling automation of repetitive business documents using intelligent templates, variables, and logical conditions via MCP. (Read more) document-automation templates Workflow

Documentation & Learning Resources

  • API.Bible MCP Server - API.Bible MCP Server is a Model Context Protocol server that provides access to API.Bible’s collection of Bible translations and related data for use within MCP-enabled AI workflows and tools. (Read more) api Reference educational
  • Astro Docs MCP Server - Open documentation MCP server at https://mcp.docs.astro.build/mcp providing MCP-friendly access to Astro’s framework documentation. (Read more) Documentation Framework web-development
  • atlas-docs-mcp-server - An open-source Model Context Protocol (MCP) server that provides LLMs with clean, markdown documentation for libraries and frameworks. Directly relevant as it is a robust MCP server solution designed for enhancing AI assistant capabilities with up-to-date library docs. (Read more) mcp Documentation open-source Ai Assistant
  • augments-mcp-server - An MCP server that transforms Claude Code with intelligent, real-time access to 90+ framework documentation sources, enabling accurate code assistance grounded in extensive docs via the Model Context Protocol. (Read more) Documentation Ai Assistant Development
  • AWS Diagram MCP Server - An MCP server that generates AWS architecture diagrams and technical illustrations to support system design and documentation workflows. (Read more) diagramming Aws Documentation
  • AWS Documentation MCP Server - An MCP server that lets AI assistants research and generate up-to-date code and guidance for any AWS service using the latest AWS documentation. Ideal for building coding assistants and workflows that need current AWS API references and examples. (Read more) Aws Documentation Cloud
  • AWS Knowledge MCP Server - An open AWS Knowledge MCP server at https://knowledge-mcp.global.api.aws that lets MCP-aware tools query AWS knowledge resources and documentation programmatically. (Read more) Aws Documentation Knowledge Base
  • Axis LMS MCP Server - An MCP Server for Axis LMS that streamlines access to learning management system features from MCP-aware tools and agents. (Read more) lms course-management education
  • Base MCP Protocol - Defines the standard protocol and architecture for MCP servers, ensuring universal compatibility and standardized interfaces for AI-powered tool integration. (Read more) specification standardization protocol Reference
  • Canvas MCP Server - Canvas MCP Server is a Model Context Protocol server that integrates with the Canvas learning management system, enabling MCP-based tools to interact with courses, users, and learning data. (Read more) lms education courses
  • ClickHelp MCP Server - An MCP server for ClickHelp that lets MCP clients interface with ClickHelp’s AI-powered documentation and knowledge management features via the Pipedream MCP environment. (Read more) Documentation knowledge-management Ai Assistant
  • Cloudflare Docs MCP Server - Documentation MCP server at https://docs.mcp.cloudflare.com/sse that gives MCP agents open access to Cloudflare’s developer documentation. (Read more) Documentation web Reference
  • Coassemble MCP Server - Coassemble MCP Server is an MCP integration for the Coassemble online training platform, enabling MCP-aware agents to create and manage engaging SaaS-focused training experiences programmatically. (Read more) lms training courses
  • Coding Standards MCP - An MCP server that provides access to coding style guidelines and best practices for multiple technologies, offering standardized protocol-based retrieval of coding standards. (Read more) mcp best-practices Reference coding-standards
  • Context7 MCP - Connects to Context7.com's documentation database as an MCP server, providing intelligent access to library and framework documentation for developers and AI assistants. (Read more) mcp Documentation Ai Assistant integration
  • D2L Brightspace MCP Server - D2L Brightspace MCP Server is an MCP-compatible server that integrates the Brightspace LMS with MCP-based tools, enabling AI-driven access to courses, content, and learner data. (Read more) lms courses education
  • Daipendency MCP - Supplies narrative and API documentation for dependencies (currently Rust), serving as an MCP server for development documentation and dependency insights. (Read more) Documentation dependency-management rust api

File Management Mcp Servers

  • 302 file parser mcp - An MCP server dedicated to parsing files for Claude Desktop, requiring a 302AI API key, showcasing the extensibility of MCP servers for file parsing and desktop application integration. (Read more) mcp file-analysis File Management desktop
  • alexbakers/mcp-ipfs - MCP server for uploading and manipulating IPFS storage, allowing AI assistants or agents to interact with decentralized storage via the MCP protocol. (Read more) mcp ipfs decentralized-storage ai-integration
  • Azure Storage MCP Server - An MCP Server for Azure Storage, exposing operations on scalable, secure object storage and related services within the MCP environment. (Read more) Azure storage Cloud
  • azure-onenote-mcp - An MCP server implementation for Microsoft OneNote, allowing AI language models to interface with and manage OneNote notebooks, sections, and pages. Demonstrates MCP server patterns. (Read more) mcp document-management onenote Cloud
  • Backblaze MCP Server - An MCP server integration for Backblaze that exposes its S3-compatible cloud storage capabilities to MCP tools for low-cost object storage workflows. (Read more) Cloud Storage storage s3-compatible
  • bear-mcp-server - An MCP server that allows AI to read notes from Bear Notes on macOS, enabling integration with the Bear note-taking app. (Read more) mcp notes macos integration
  • Bettermcpfileserver - A reimagined MCP server for filesystem access, featuring privacy-preserving path aliases and an optimized LLM-friendly API. (Read more) mcp File Management privacy Ai Assistant
  • Bitport MCP Server - An MCP server for Bitport that lets MCP clients download files to Bitport’s secured cloud anonymously and quickly. (Read more) file-storage Cloud Storage file-download
  • box-mcp-server - An MCP server that integrates Box cloud storage, enabling file listing, reading, and searching through the Model Context Protocol. (Read more) box Cloud Storage file-access mcp
  • Claudemcpserver - An MCP server providing screen capture capabilities using PyAutoGUI, enabling screenshot capture, compression, and serving for analysis. Directly relevant as a specialized MCP server with screen analysis features. (Read more) screenshot screen-capture mcp open-source
  • Cloudflare R2 MCP Server - An MCP Server that exposes Cloudflare R2 object storage through an MCP-compatible interface, enabling multi-cloud, S3-compatible storage operations from MCP clients. (Read more) object-storage s3-compatible Cloud

Finance & Market Data Mcp Servers

  • Alpaca MCP Server - An MCP Server integrating the Alpaca commission-free, API-first stock brokerage platform, enabling trading and market data workflows for MCP agents. (Read more) trading stock-market api-integration
  • alpaca-mcp - An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data. (Read more) trading market-data portfolio-management open-source
  • alpha-vantage-mcp - MCP server integrating Alpha Vantage API, delivering real-time stock and crypto data for AI agents via Model Context Protocol. (Read more) market-data finance Real Time api-integration
  • Asset Price MCP - Dedicated MCP server providing tools to retrieve real-time price information for various assets, including cryptocurrencies and precious metals. (Read more) market-data Real Time finance crypto
  • AWS Billing and Cost Management MCP Server - MCP server that integrates with AWS Billing and Cost Management, providing programmatic access to cost data, usage insights, and billing analytics via MCP. (Read more) Aws cost-optimization Analytics
  • AWS Cost Explorer MCP Server - An MCP server for AWS Cost Explorer to analyze and optimize AWS spend (including Amazon Bedrock), exposing cost and usage data via MCP. (Read more) Aws cost-optimization Analytics
  • Baremetrics MCP Server - An MCP Server for Baremetrics, providing MCP clients with access to subscription analytics and SaaS metrics data. (Read more) Analytics saas subscriptions
  • Beancount MCP - MCP Server to query from your Beancount ledger or submit transactions, facilitating personal finance management. (Read more) beancount personal-finance ledger open-source
  • Beanquery MCP - MCP server that enables querying and analyzing Beancount ledger files using Beancount Query Language (BQL), useful for finance tracking and report generation. (Read more) beancount finance data-analysis reporting
  • Beanstalk MCP Server - Beanstalk MCP Server is an MCP integration for the Beanstalk family savings and investing platform, exposing features to help manage savings and investments for children via MCP-aware tools. (Read more) investing savings personal-finance
  • Benzinga MCP Server - Benzinga MCP Server provides MCP-based access to Benzinga’s actionable trading ideas and real-time financial news, enabling AI agents to leverage market data via an MCP server interface. (Read more) market-data trading news
  • Billplz MCP Server - An MCP Server for Billplz that exposes its payment platform APIs through MCP so agents can create, track, and manage payments programmatically. (Read more) Payments Billing api-integration
  • Binance MCP - MCP server that integrates with Binance cryptocurrency exchange to provide real-time market data including prices, order books, and historical information without requiring API keys. (Merged both Binance MCP entries) (Read more) binance market-data Real Time crypto
  • BingX MCP Server - MCP Server for BingX crypto exchange, exposing trading and investment capabilities to AI tools over the Model Context Protocol. (Read more) crypto trading market-data
  • Braintree MCP Server - MCP Server for Braintree, giving AI agents access to global commerce and payment processing tools over the Model Context Protocol. (Read more) Payments E Commerce transactions
  • Brex MCP Server - An MCP Server that integrates with Brex’s financial platform, enabling MCP clients to interact with payments, deposits, and card data in automated workflows. (Read more) banking Payments transactions
  • Brex MCP Server (Staging) - Staging MCP Server for Brex, exposing payments, deposits, and card operations in a test environment through the Model Context Protocol. (Read more) Payments banking transactions
  • Bridge MCP Server - An MCP Server that connects to Bridge’s Open Banking platform so MCP tools can access and work with open banking data and services. (Read more) open-banking banking api
  • Cheddar MCP Server - An MCP Server wrapper for Cheddar that enables subscription and usage-based billing features to be accessed programmatically via MCP. (Read more) Billing subscriptions saas
  • Clear Books MCP Server - An MCP Server integration exposing Clear Books online accounting capabilities to MCP-based tools and agents. (Read more) accounting small-business bookkeeping
  • Cobalt MCP Server - An MCP Server for Cobalt, enabling access to fund data and related operations via MCP-compatible tools. (Read more) funds financial-data investment
  • Codat MCP Server - An MCP Server for Codat that provides access to business financial data APIs via the Model Context Protocol. (Read more) finance api-integration business
  • CoinLore MCP Server - An MCP Server integration for CoinLore that provides access to cryptocurrency prices, markets, volumes, historical data, and other metrics through MCP. (Read more) cryptocurrency market-data prices
  • CoinMarketCap MCP Server - An MCP Server for CoinMarketCap, providing MCP-based access to cryptocurrency market cap rankings, charts, and related market data. (Read more) crypto market-data charts
  • Coinranking MCP Server - An MCP Server that integrates Coinranking live cryptocurrency price data into MCP-compatible tools and workflows. (Read more) crypto market-data Real Time
  • Corrently MCP Server - An MCP Server for Corrently, enabling access to Corrently’s electricity tariff and loyalty program features, including micro‑investment workflows into renewable energy generation via MCP. (Read more) energy loyalty micro-investing
  • Cryptowatch MCP Server - An MCP Server for Cryptowatch that exposes live Bitcoin and cryptocurrency price charts, trading data, and related market information. (Read more) crypto market-data charts
  • currencyapi MCP Server - An MCP Server wrapper for currencyapi that provides current and historical foreign exchange rates to MCP-based tools, supporting programmatic currency conversion workflows. (Read more) currency forex financial-data
  • CurrencyScoop MCP Server - An MCP Server that connects to the CurrencyBeacon/CurrencyScoop API, offering real-time and historical FX and crypto exchange rates to MCP clients via a standardized server interface. (Read more) exchange-rates forex crypto

Game Server Hosting Platforms

  • Aternos - Aternos is a free proprietary hosting service that allows users to easily set up and manage Minecraft servers with modpack support, providing a no-cost alternative for deploying MCP servers. (Read more) minecraft hosting mod-support free

Game Server Mcp Implementations

  • Blizzard Battle.net MCP Server - An MCP Server for interacting with Blizzard Battle.net services, allowing programmatic access to Blizzard Entertainment’s gaming platform data and features. (Read more) Gaming api-integration platform
  • Bukkit - Bukkit is a widely-used MCP server platform in Java, enabling developers to extend and customize Minecraft multiplayer servers through a large plugin ecosystem. (Read more) open-source minecraft java plugin-ecosystem
  • Cuberite - Cuberite is a fast and highly customizable open-source MCP server written in C++, supporting multiplayer functionality across multiple platforms including Android, Linux, macOS, and Windows. (Read more) open-source minecraft c cross-platform

Home Automation Mcp Servers

  • Apilio MCP Server - An MCP server integration for Apilio, allowing MCP-compatible clients to automate and orchestrate smart home actions across a wide range of connected devices via Apilio’s automation rules and logic. (Read more) home-assistant Automation smart-home
  • BippyBox MCP Server - An MCP Server for BippyBox, enabling AI agents to interact with its internet-enabled alarm box capabilities via MCP. (Read more) iot device-control
  • Bolt IoT MCP Server - An MCP server for the Bolt IoT platform, exposing capabilities to control Bolt WiFi modules and collect data from IoT devices through Bolt Cloud and apps within an MCP-compatible environment. (Read more) iot device-control data-collection

Mcp Middleware & Orchestration

  • Agent - Aggregates multiple MCP servers into a single unified interface, reducing system resource usage and simplifying configuration management with dynamic reloading and tag-based filtering capabilities. Highly relevant as a tool for managing and orchestrating MCP servers. (Read more) mcp middleware Orchestration multi-instance
  • Agent Ts - A TypeScript implementation of the MCP Agent framework, providing essential tools for building context-aware MCP servers with workflow management and execution capabilities. (Read more) mcp typescript Framework Workflow
  • Agentcraft Mcp - Provides a flexible agent framework with pre-configured MCP agents for tasks such as marketing, code review, and scheduling. Uses YAML configuration for dynamic agent creation, showcasing MCP server versatility. (Read more) mcp agent-framework Automation Workflow
  • AgentRPC MCP Server - An MCP server for AgentRPC that allows AI tools to connect to and invoke functions across languages and network boundaries through the AgentRPC protocol. (Read more) remote-execution multi-language Orchestration
  • Aipolabs MCP - Enables dynamic search and execution of tools available on ACI.dev, acting as a flexible MCP server for tool orchestration. (Read more) tool-discovery Orchestration ai-integration open-source
  • All-in-One MCP Server - A comprehensive MCP server offering unified AI search across platforms (GitLab, Jira, Confluence, YouTube), a built-in RAG pipeline, and real-time collaboration API—ideal for enterprise AI development and cross-platform integration. (Read more) ai-integration Search Enterprise mcp
  • all-in-one-model-context-protocol - A multi-service MCP server offering a collection of tools for developers—such as Confluence, Jira, YouTube, script execution, and knowledge-base access—bundled into a single Model Context Protocol server implementation. (Read more) multi-service Workflow tool-discovery
  • Atrax - Proxy service that aggregates multiple MCP servers into a unified endpoint with configurable conflict resolution, transparent proxying, and enhanced error handling. (Read more) proxy Orchestration scaling open-source
  • Batchit - Server enabling the batching of multiple MCP tool calls into a single request, reducing token usage and network overhead for AI agents. (Read more) batching Orchestration ai-agent open-source
  • Bos - A modular server framework for building and managing extensible MCP services, simplifying module loading and registration for MCP server development. (Read more) mcp Framework extensible server-management
  • Client Configuration Server - A specialized MCP server for managing and synchronizing MCP server configurations across different AI assistant clients, automating configuration tasks. (Read more) configuration synchronization Automation Ai Assistant
  • Composio - Platform enabling seamless connection of agents, LLMs, and IDEs to over 250 managed and federated MCP server implementations, expanding integration options. integration Orchestration ai-integration managed
  • CopilotKit Open MCP Client - A self-hosted, open-source client for the Model Context Protocol (MCP), enabling users to chat with any MCP server within their own app. It serves as a bridge for integrating and testing various MCP servers, making it highly relevant for exploring and managing MCP server capabilities. (Read more) client open-source Chat integration
  • Core MCP Server - A core orchestration MCP server that provides intelligent planning and coordination of AWS-focused MCP servers and workflows. (Read more) Orchestration Aws Workflow
  • Create - Enables dynamic creation and management of MCP servers on-demand, providing a TypeScript-based controller for secure and flexible server lifecycle control. Highly relevant as a foundational tool for building and orchestrating Awesome MCP Servers. (Merged with 'Create Server') (Read more) typescript server-management Automation controller
  • cursor-installer - A Model Context Protocol (MCP) server for Cursor IDE that simplifies the installation and configuration of other MCP servers, streamlining MCP ecosystem expansion and management. (Read more) mcp installer deployment cursor
  • Darp engine - Facilitates discovery and intelligent routing of user requests to the most appropriate MCP servers using metadata-based search—crucial for scalable MCP server infrastructures. (Read more) mcp Orchestration resource-discovery scaling

Media Processing Mcp Servers

  • 3Scribe MCP Server - An MCP server integration for 3Scribe that provides automated, human-accuracy transcription capabilities to MCP-compatible clients. (Read more) transcription speech-to-text audio-video
  • Ableton Live MCP Server - An MCP server that allows controlling Ableton Live via the Model Context Protocol, enabling automation and LLM-driven interactions with Ableton Live sessions. (Read more) Audio music Automation
  • Ableton MCP - An MCP server enabling AI assistants to interact with Ableton Live for automated music creation, track editing, and session control through natural language prompts. (Read more) ableton music Automation Ai Assistant
  • Abyssale MCP Server - An MCP Server for Abyssale that lets MCP-compatible clients programmatically generate banners for social media and online ads in minutes through the Pipedream MCP platform. (Read more) image-generation Marketing banner
  • Adobe Photoshop Lightroom MCP Server - Adobe Photoshop Lightroom MCP Server is an MCP-compatible server that exposes Adobe Lightroom photo editing and asset management capabilities to AI agents and tools via the Model Context Protocol. (Read more) photo-editing media-management creative
  • Adobe Photoshop MCP Server - An MCP Server that exposes Adobe Photoshop APIs, enabling automated and programmatic image editing and creative workflows through the MCP ecosystem. (Read more) image-processing Automation creative
  • Aivis Speech MCP - MCP server that generates and plays speech audio from text input, demonstrating media and speech integration within the MCP protocol. (Read more) Text To Speech Audio media-processing open-source
  • AiVOOV MCP Server - MCP Server for AiVOOV, providing text-to-speech capabilities with AI voices to MCP-based applications and agents. (Read more) Text To Speech Audio ai-voices
  • All-Images.ai MCP Server - MCP server for All-Images.ai that lets AI agents generate unique, royalty-free, and personalized visuals via the Model Context Protocol. (Read more) image-generation generative-ai media-generation
  • Amara MCP Server - An MCP Server integration for Amara, exposing caption and subtitle editing and collaboration features to MCP clients. (Read more) subtitles captioning Collaboration
  • Amazon Bedrock Data Automation MCP Server - An MCP server for Amazon Bedrock that automates analysis of documents, images, videos, and audio files, providing multimodal content processing through MCP-compatible agents. (Read more) Aws media-processing multimodal
  • Amazon Nova Canvas MCP Server - An MCP server enabling AI image generation via Amazon Nova Canvas using text and color guidance, designed for conversational assistants and creative agents. (Read more) image-generation generative-ai Aws
  • Amazon Polly MCP Server - MCP server wrapper for Amazon Polly, enabling MCP clients to generate high-quality, natural-sounding human speech in many languages. (Read more) speech-to-text Text To Speech Aws
  • api4ai MCP Server - MCP server for api4ai, providing ready-to-use AI APIs for extracting information from images to agents that speak the Model Context Protocol. (Read more) image-processing api-integration computer-vision
  • ApiFlash MCP Server - An MCP Server that integrates ApiFlash’s website screenshot API, enabling MCP tools to capture and use website screenshots programmatically. (Read more) screenshot web image-processing
  • APITemplate.io MCP Server - An MCP server for APITemplate.io that allows automated generation of images and PDF documents via a simple API exposed through MCP. (Read more) document-generation image-generation Automation
  • aseprite-mcp - An MCP server that uses the Aseprite API to programmatically create and edit pixel art sprites from model instructions. (Read more) graphics image-processing creative
  • Autodesk MCP Server - Autodesk MCP Server is an MCP integration that exposes Autodesk’s 3D design, engineering, and construction software capabilities to MCP-compatible AI agents and tools. (Read more) 3d-modeling Design engineering
  • Bannerbear MCP Server - An MCP server for Bannerbear, providing API-based automated image and video generation capabilities to MCP-compatible environments. (Read more) image-generation video Automation
  • Bilibili MCP - MCP servers for fetching Bilibili's trending videos and searching Bilibili content, with LangChain integration examples. Includes implementations by xspadex and 34892002. (Read more) mcp media-processing bilibili Langchain open-source
  • Blender Open MCP - A server that integrates Blender with local AI models via the Model Context Protocol (MCP), allowing users to control Blender using natural language prompts for 3D modeling tasks. This is directly relevant as an example of an MCP server. (Read more) blender 3d-modeling ai-integration natural-language
  • Bruzu MCP Server - An MCP Server that connects to Bruzu’s Simple Image API, allowing image generation and manipulation through MCP. (Read more) image-generation image-processing api-integration
  • Canva MCP Server - A Canva MCP server at https://mcp.canva.com/mcp that integrates Canva’s design capabilities with MCP-powered applications via OAuth2.1 authentication. (Read more) Design media-generation content-creation
  • CastingWords MCP Server - An MCP Server for CastingWords, exposing high-quality audio transcription services through the MCP protocol. (Read more) transcription speech-to-text
  • Castmagic MCP Server - An MCP Server for Castmagic, enabling MCP-based agents to transform and repurpose audio content with AI. (Read more) audio-processing content-repurposing ai
  • change.photos MCP Server - An MCP Server for change.photos that exposes its photo processing API—resize, compress, sharpen, blur, and transform images at scale—to MCP clients. (Read more) image-processing image-compression api
  • Cincopa MCP Server - An MCP server for Cincopa that connects MCP tools to Cincopa’s photo and video hosting, galleries, and video player services. (Read more) media video
  • Claid AI MCP Server - An MCP server for Claid AI that transforms e-commerce visuals with image enhancement and AI photoshoot capabilities. (Read more) image-processing E Commerce media-management
  • Cloud Convert MCP Server - An MCP Server for CloudConvert, allowing MCP-based tools to perform file conversions using CloudConvert’s API. (Read more) document-conversion api-integration file-processing
  • Cloudflare Browser Rendering MCP Server - MCP Server that exposes Cloudflare’s headless browser rendering capabilities, allowing programmatic control of a browser instance from MCP-compatible tools. (Read more) browser web-automation screenshot
  • Cloudinary Asset Management MCP Server - The Cloudinary Asset Management MCP server at https://asset-management.mcp.cloudinary.com/sse exposes Cloudinary media and asset APIs to MCP-compatible clients using OAuth2.1. (Read more) media-management image-management api-integration
  • ContentGroove MCP Server - MCP server for ContentGroove that uses generative AI to create video highlights. (Read more) video media-processing generative-ai
  • ConvertAPI MCP Server - An MCP server for ConvertAPI that provides high-performance online file conversion and manipulation (200+ actions) through an MCP-compatible interface. (Read more) document-conversion file-processing api
  • Dacast MCP Server - An MCP Server enabling integration with Dacast’s video streaming and hosting platform, supporting live and on‑demand video workflows and API access via MCP. (Read more) video-streaming live-video api-integration
  • davinci-resolve-mcp - An MCP server that integrates with DaVinci Resolve to automate video editing, color grading, and media management via natural language instructions. (Read more) video-editing media-processing Automation
  • Deepgram MCP Server - MCP server integration for Deepgram, providing intelligent, high-accuracy speech recognition for business applications. (Read more) speech-to-text audio-processing ai
  • DeepImage MCP Server - MCP server for DeepImage, an AI image enhancer for generating and upscaling images. (Read more) image-processing image-enhancement upscaling

Messaging Mcp Servers

  • 1msg MCP Server - An MCP server by 1msg providing tools and automation capabilities for the WhatsApp Business API, enabling WhatsApp messaging workflows within MCP-compatible environments. (Read more) whatsapp Messaging Automation
  • 1S2U MCP Server - An MCP server integration for 1S2U, an international bulk SMS service provider, allowing SMS messaging and automation via MCP-compatible tools. (Read more) Messaging Sms Automation
  • 1sec Mail MCP Server - An MCP server integration for 1sec Mail that lets you programmatically create and receive disposable email accounts in seconds, suitable for automated workflows and testing scenarios. (Read more) Email Testing Automation
  • 2Chat MCP Server - An MCP server for 2Chat that enables all‑in‑one WhatsApp automation within MCP-compatible tooling, integrating WhatsApp messaging into existing workflows. (Read more) whatsapp Messaging Automation
  • 46elks MCP Server - An MCP Server that exposes the 46elks API for sending SMS, MMS, and making phone calls, allowing MCP-compatible tools to integrate telephony features with minimal code. (Read more) telephony Sms api-integration
  • 8x8 Connect MCP Server - An MCP server for 8x8 Connect providing access to omnichannel communications capabilities—such as bulk messaging and analytics—through MCP-based automations. (Read more) Messaging omnichannel Communications
  • Ably MCP Server - An MCP Server for Ably that brings Ably’s pub/sub messaging platform into the MCP environment, enabling real-time messaging and event-driven integrations for AI agents and tools. (Read more) Messaging Real Time event-driven
  • Acelle Mail MCP Server - An MCP Server integration for Acelle Mail, a self-hosted, full-featured email marketing web application, enabling MCP-based workflows and automation around email campaigns and subscriber management. (Read more) email-marketing Automation campaigns
  • Adversus MCP Server - An MCP Server providing integration with Adversus dialer software, allowing automated workflows around outbound calling and telemarketing operations. (Read more) telephony calls Automation
  • agentmail-toolkit/mcp - An MCP server for creating dynamic email inboxes for AI agents, allowing them to send, receive, and act on email—an excellent example of a specialized MCP server. (Read more) mcp Email ai-agent Messaging
  • Aimtell MCP Server - An MCP Server for Aimtell that provides MCP access to web push notification features for acquiring, engaging, and monetizing website visitors. (Read more) push-notifications engagement Marketing
  • Aircall MCP Server - An MCP server integration for Aircall that allows MCP tools to interact with Aircall’s cloud call center features for customer-centric teams. (Read more) call-center voip Customer Support
  • Airship MCP Server - An MCP Server implementation for Airship’s App Experience Platform (AXP), exposing mobile app engagement and lifecycle messaging capabilities through MCP on Pipedream. (Read more) Messaging customer-engagement mobile
  • Alerty MCP Server - An MCP server for Alerty that enables sending native notifications from applications and servers via MCP-based automations. (Read more) notifications alerting Automation
  • Altiria MCP Server - An MCP server integrating Altiria’s SMS platform so MCP clients can send and manage text messages programmatically. (Read more) Sms Messaging notifications
  • Amazon Alexa MCP Server - An MCP Server that connects Amazon Alexa’s cloud-based voice service to the MCP ecosystem, allowing AI agents to interact with Alexa-enabled devices and skills. (Read more) Voice assistant smart-home
  • Amazon SES MCP Server - An MCP server for Amazon SES that allows high-volume, automated email sending and management from MCP-compatible tools. (Read more) Email transactional-email Communications
  • AMQP MCP Server - An MCP Server providing access to AMQP (Advanced Message Queuing Protocol) messaging, enabling MCP-based tools to publish and consume messages via the standard AMQP protocol. (Read more) Messaging protocol queue
  • Avochato MCP Server - An MCP server for Avochato that exposes its SMS and team messaging automation features—templates, auto‑assignment, tags—to MCP-based workflows. (Read more) Sms team-messaging Automation
  • Bandwidth MCP Server - An MCP server integration for Bandwidth, enabling MCP tools to access enterprise-grade voice, messaging, and 911 services. (Read more) telecom Voice Messaging
  • Beekeeper MCP Server - MCP Server for Beekeeper’s frontline workforce communication platform, exposing messaging and productivity tools to MCP clients. (Read more) team-chat Productivity Messaging
  • BetterVoice MCP Server - MCP Server for BetterVoice, exposing its cloud-based business phone system features to MCP-compatible applications for calling and communication workflows. (Read more) phone voip communication
  • Bird MCP Server - An MCP server for MessageBird (Bird) that connects its business communication and automation capabilities to MCP workflows. (Read more) Messaging omnichannel Automation
  • Bland AI MCP Server - An MCP server integrating Bland AI’s programmable voice agents so MCP clients can send and receive large volumes of human‑like phone calls. (Read more) Voice calls ai-agents
  • Blink MCP Server - An MCP server for Blink that facilitates real‑time communication and engagement between frontline workers and leadership via MCP automations. (Read more) Messaging Collaboration Real Time
  • Bluesky MCP Server - An MCP server for Bluesky by Unshape that automates interactions with the Bluesky social platform using MCP-compatible agents. (Read more) social-media bluesky Automation
  • Botbaba MCP Server - An MCP server integration for Botbaba that allows MCP tools to create and manage flow-based chatbots in minutes. (Read more) chatbots conversational bot
  • Botcake MCP Server - An MCP Server integration for Botcake to provide chatbot marketing features within MCP-compatible environments. (Read more) chatbots marketing-automation Messaging
  • Botmaker MCP Server - An MCP Server for Botmaker, connecting its conversational platform and customer support automation to MCP agents and tools. (Read more) chatbots Customer Support Automation
  • BotPenguin MCP Server - An MCP server for BotPenguin, enabling no-code creation and deployment of chatbots for websites, WhatsApp, Facebook, and Telegram. (Read more) chatbots No Code omnichannel
  • Botstar MCP Server - An MCP server integration for Botstar, a bot application platform for building and managing chatbots. (Read more) chatbots conversational bot
  • Brevo MCP Server - An MCP Server integration for Brevo that allows MCP workflows to orchestrate email, SMS, chat, and multi‑channel customer relationship campaigns. (Read more) Email Sms campaigns
  • Brosix MCP Server - An MCP server for Brosix, a secure business communication and team chat solution with advanced protection features. (Read more) team-chat Messaging Security
  • BulkGate MCP Server - An MCP server that integrates with BulkGate, an SMS gateway platform for global messaging reach. (Read more) Sms gateway global
  • Burst SMS MCP Server - An MCP server for Burst SMS, providing access to an online SMS service optimized for smart messaging workflows. (Read more) Sms Messaging Marketing
  • CallFire MCP Server - An MCP server for CallFire, a communication platform for marketing and customer engagement via text and phone. (Read more) Marketing Sms phone
  • CallHub MCP Server - An MCP server that connects to CallHub, an all-in-one digital organizing platform for political campaigns, nonprofits, and businesses. (Read more) campaigns outbound-calls political
  • carterlasalle/mac_messages_mcp - An MCP server that securely integrates with your iMessage database, enabling LLMs to query and analyze iMessages—showcasing advanced MCP server capabilities. (Read more) mcp imessage Messaging llm
  • Chaport MCP Server - An MCP server integration for Chaport live chat, exposing website chat, multichannel messaging, and chatbot-related data and actions to MCP-based systems through Pipedream. (Read more) live-chat multichannel Customer Support
  • Chat Data MCP Server - An MCP Server for the Chat Data platform, allowing MCP clients to interact with Chat Data’s AI + live chat chatbot and associated data services. (Read more) live-chat chatbots ai-integration
  • ChatBot MCP Server - An MCP server that integrates with ChatBot, an all-in-one platform to create, deploy, and track chatbots across multiple channels. (Read more) chatbots omnichannel Automation
  • Chatbotic MCP Server - An MCP server for Chatbotic, a chatbot platform delivering smart contextual responses to visitor inquiries. (Read more) chatbots Customer Support Automation
  • ChatFly MCP Server - MCP server for ChatFly that helps businesses create, test, launch, and manage AI chatbots for various use cases and channels at scale. (Read more) chatbots ai-agents omnichannel
  • Chatforma MCP Server - An MCP server integration for Chatforma, a CIS-focused platform to build, connect, and manage Telegram, Facebook, VK, and Viber chatbots without coding. (Read more) chatbots Messaging No Code
  • Chatfuel MCP Server - An MCP server exposing Chatfuel’s Dashboard API, enabling access to internal methods of the Chatfuel no-code chatbot service for Facebook, Instagram, and Messenger. (Read more) chatbots social-media facebook
  • Chatra MCP Server - An MCP server for Chatra, a live chat messenger app that brings mobile messenger-like capabilities to traditional live chat software. (Read more) live-chat Customer Support Messaging
  • Chatrace MCP Server - An MCP Server for Chatrace, exposing Chatrace’s chatbot-driven sales, marketing, and support automation across channels to MCP tools. (Read more) chatbots marketing-automation Customer Support
  • Chatwork MCP Server - MCP Server for Chatwork, providing MCP-compatible access to its group chat, messaging, and collaboration features. (Read more) Messaging team-chat Collaboration
  • Cisco Webex MCP Server - An MCP Server integration for Cisco Webex that exposes video conferencing, online meetings, screen sharing, and webinar capabilities as programmable endpoints. (Read more) video-conferencing team-collaboration meetings
  • Clicksend MCP - An MCP server integrating with ClickSend's API to provide SMS messaging and Text-to-Speech call automation. Directly relevant as a communication-focused MCP server. (Read more) mcp Messaging Sms api-integration
  • ClickSend SMS MCP Server - An MCP Server integration for ClickSend that provides programmable access to ClickSend’s SMS and business communications services. (Read more) Sms business-communications api-integration
  • CloudTalk MCP Server - An MCP Server integration for CloudTalk that exposes cloud-based call center features for sales and support teams through MCP-compatible interfaces. (Read more) call-center voip Sales
  • CommPeak MCP Server - An MCP Server for CommPeak that connects to its cloud contact center solution to automate and manage sales and communication workflows. (Read more) contact-center Sales communication
  • Crisp MCP Server - An MCP Server integration for Crisp, providing access to the all-in-one business messaging platform for conversations, data, and knowledge workflows. (Read more) Messaging Customer Support omnichannel
  • D7 SMS MCP Server - An MCP Server for D7 Networks that exposes its global SMS messaging APIs for integration and automation via MCP. (Read more) Sms Messaging telecom
  • Daily MCP Server - An MCP Server integration for Daily, providing MCP-based access to WebRTC video and audio APIs to add live video and audio features into products and workflows. (Read more) video Audio webrtc
  • Daktela MCP Server - An MCP server for Daktela that connects MCP clients to Daktela’s cloud-based CCaaS omnichannel contact center features through the Pipedream MCP platform. (Read more) contact-center omnichannel ccaas

Monitoring

  • Airbrake MCP Server - An MCP server that connects to Airbrake error monitoring, enabling MCP-based automation and querying of collected application errors and aggregates. (Read more) Error Tracking Monitoring Observability
  • Amazon CloudWatch Application Signals MCP Server - An MCP server that integrates with Amazon CloudWatch Application Signals to provide application monitoring, tracing, and performance insights to MCP-enabled tools and agents. (Read more) Monitoring Aws Observability
  • Amazon CloudWatch MCP Server - An MCP server that enables metrics, alarms, and logs analysis for operational troubleshooting with Amazon CloudWatch, integrating observability capabilities into Model Context Protocol workflows. (Read more) Aws Monitoring Observability
  • AWS Managed Prometheus MCP Server - An MCP server providing Prometheus-compatible operations for monitoring via Amazon Managed Service for Prometheus. (Read more) prometheus Monitoring Aws
  • Better Stack MCP Server - An MCP Server for Better Stack observability and incident management, giving MCP clients access to monitoring, logging, and incident data through Model Context Protocol tools. (Read more) Observability logs incident-management
  • Bugsnag MCP Server - An MCP (Model Context Protocol) server integration for Bugsnag, enabling AI agents or MCP-compatible tools to access Bugsnag’s error monitoring and application stability management capabilities via the Pipedream MCP platform. (Read more) Error Tracking Monitoring quality-assurance
  • Cloudflare Observability MCP Server - An MCP server for Cloudflare Observability at https://observability.mcp.cloudflare.com/sse, giving MCP tools programmatic access to Cloudflare observability and monitoring data via OAuth2.1. (Read more) Observability Cloud metrics
  • Datadog MCP Server - MCP Server for Datadog, enabling model-context agents to query and interact with Datadog’s cloud monitoring and observability services. (Read more) Monitoring Observability cloud-native

Project Management Mcp Servers

  • 10,000ft MCP Server - MCP Server integration for 10,000ft by Smartsheet, providing simple resource allocation capabilities through the MCP ecosystem. (Read more) resource-management planning Project Management
  • 7todos MCP Server - MCP Server for 7todos, a task board platform for tracking and managing projects for indie makers, content creators, and freelancers. (Read more) Project Management tasks Productivity
  • actiTIME MCP Server - An MCP Server integration for actiTIME, enabling model-context access to actiTIME’s time tracking and project cost management capabilities. (Read more) time-tracking Project Management
  • Aero Workflow MCP Server - MCP Server for Aero Workflow, allowing MCP-based access to its workflow and practice management features for accounting firms. (Read more) Workflow practice-management accounting
  • Aha MCP Server - MCP Server for Aha!, enabling product roadmap and planning features to be used through MCP-compatible clients. (Read more) product-management roadmapping planning
  • Air MCP Server - An MCP server for Air, providing access to its creative operations platform capabilities for managing creative work and assets within MCP-compatible tools. (Read more) creative asset-management Collaboration
  • Airfocus MCP Server - MCP Server for airfocus, exposing its strategic product management and prioritization tools within the MCP ecosystem. (Read more) product-management roadmapping
  • Amazing Marvin MCP Server - MCP Server for the Amazing Marvin productivity app, enabling AI-driven task and productivity workflows via MCP. (Read more) Productivity task-management planning
  • Asana MCP Server - An MCP (Model Context Protocol) server integration for Asana that exposes project and task management capabilities over SSE at https://mcp.asana.com/sse, enabling AI tools and MCP clients to interact with Asana projects via OAuth2.1 authentication. (Read more) Project Management tasks Collaboration
  • Atlassian MCP - An MCP server enabling AI agents to interact with Atlassian products (Confluence and Jira) for content management, issue tracking, and project management through a standardized interface. (Read more) mcp Atlassian Project Management ai-integration
  • Avaza MCP Server - An MCP Server that exposes Avaza’s project management, timesheets, and invoicing features to AI agents through the Model Context Protocol. (Read more) Project Management time-tracking invoicing
  • awork MCP Server - MCP Server for awork, providing AI-driven access to its smart digital work assistant features such as tasks and project organization. (Read more) Project Management tasks work-management
  • Azuredevops MCP - Model Context Protocol (MCP) server offering a convenient API for interacting with Azure DevOps services, enabling management of work items, repositories, boards, and sprints. (Read more) Azure Devops Project Management api-integration
  • Backlog MCP Server - MCP Server for the Backlog project and code management platform, providing MCP-compatible access to issues, repositories, and project data via the Backlog API. (Read more) Project Management issues repository
  • Basecamp MCP Server - An MCP Server integration for Basecamp that connects MCP-enabled tools to Basecamp’s project management and team communication functions. (Read more) Project Management team-collaboration
  • Bloom Growth MCP Server - MCP Server for Bloom Growth, integrating its team growth and performance ecosystem into MCP-driven workflows. (Read more) performance-management team-management goals
  • Blue MCP Server - An MCP Server for Blue, providing MCP-based access to the Blue teamwork and collaboration platform. (Read more) Collaboration Project Management
  • Breeze MCP Server - An MCP Server for Breeze project management, letting MCP-compatible assistants plan, track, and organize work using Breeze’s APIs. (Read more) Project Management tasks Collaboration
  • BugHerd MCP Server - An MCP Server integration for BugHerd that allows MCP-compatible tools to collect website feedback and manage visual bug tracking tasks via BugHerd’s platform. (Read more) bug-tracking feedback website
  • CalendarHero MCP Server - An MCP Server integration for CalendarHero that lets AI agents access smart scheduling and meeting automation features via MCP. (Read more) Scheduling Calendar meetings
  • Canny MCP Server - An MCP server providing access to Canny’s feature request tracking and customer feedback data, allowing MCP-compatible agents to read and organize roadmap insights via Pipedream. (Read more) customer-feedback product-management roadmapping
  • Cardinal MCP Server - An MCP Server for Cardinal that surfaces AI product backlog and product management workflows through the Model Context Protocol. (Read more) product-management backlog Workflow
  • Cascade Strategy MCP Server - An MCP Server that integrates Cascade Strategy’s business planning and execution tools with MCP-compatible AI workflows. (Read more) planning strategy work-management
  • Celoxis MCP Server - An MCP Server that integrates with Celoxis project management software, enabling MCP clients to manage projects, tasks, and resources via Celoxis APIs. (Read more) Project Management tasks work-management
  • Checkvist MCP Server - An MCP Server integration for Checkvist, giving MCP-compatible agents access to task management and outlining features such as tags, due dates, and collaboration. (Read more) task-management outlining Collaboration
  • Claude Task Master MCP Server - An AI-powered task management system for AI-driven development that includes an MCP server, enabling agents to parse PRDs, expand tasks, and orchestrate multi-provider workflows via the Model Context Protocol. (Read more) Project Management ai-workflows task-automation
  • Claude Taskmaster - Claude Taskmaster is an MCP server focused on transforming high-level project goals into detailed, actionable tasks, dynamically adapting task lists and boosting team productivity through advanced task management features. (Read more) mcp Project Management ai-integration task-automation
  • ClickUp MCP - An MCP server for integrating with ClickUp, enabling task creation, project management, and workflow automation for teams using AI-powered assistants. (Merged both ClickUp Server entries) (Read more) clickup Project Management Workflow Ai Assistant
  • clickup-mcp-server - A Node.js-based MCP server for ClickUp, enabling workspace, task, document, and checklist management directly from conversation interfaces. (Read more) clickup Project Management nodejs mcp
  • Clockify MCP Server - An MCP Server integration for Clockify, providing MCP-based access to its time tracking features and data. (Read more) time-tracking Productivity
  • Coda MCP Server - Coda MCP Server exposes Coda’s docs-as-apps platform through the MCP protocol, allowing tools and agents to programmatically create, modify, and query Coda docs, tables, and workflows. (Read more) documents Workflow Collaboration
  • coda-mcp - An MCP server for accessing and interacting with Coda documents and APIs, integrating Coda functionality into AI workflows using MCP. (Read more) coda integration Project Management mcp open-source
  • Confluence MCP Server - An MCP server to get Confluence data via CQL and read pages, supporting multiple platforms. (Read more) mcp confluence Project Management data-access
  • confluence-cloud-mcp - An MCP server integrating with Atlassian Confluence Cloud for space management, page operations, content searching, and label handling, facilitating documentation and knowledge management workflows via the MCP protocol. (Read more) mcp confluence Documentation Project Management Cloud
  • confluence-mcp - Provides a robust bridge to the Atlassian Confluence API as an MCP server, enabling search, retrieval, creation, and update of Confluence pages with full-text search and version control. (Read more) mcp confluence Documentation Project Management
  • Dart MCP Server - An MCP Server for Dart, an AI-driven project management platform, enabling MCP tools to interact with project, task, and planning data managed by Dart. (Read more) Project Management tasks Ai Assistant
  • Decision Journal MCP Server - Decision Journal MCP Server integrates the Decision Journal app with MCP, allowing agents and tools to log, track, and analyze decisions programmatically. (Read more) decision-tracking Productivity Analytics

Reference Implementations & Examples

  • Aistor - Official MCP server for AIStor, directly relevant as a reference implementation for MCP server capabilities. (Read more) reference-implementation open-source mcp examples
  • Basic Test - Node.js-based MCP server implementing JSON-RPC 2.0, allowing users to generate random US State and signature soup combinations as a fun and simple tool. (Read more) reference-implementation nodejs json examples
  • Cat Facts MCP - An MCP server that connects to the Layer API service to provide cat facts through a stdio transport server built with the MCP SDK. Relevant as an example of a Model Context Protocol (MCP) server implementation. (Read more) mcp reference-implementation stdio example
  • Claude MCP Weather Server Example - An example MCP (Machine Communication Protocol) server implemented in .NET that exposes weather forecast and alert tools, designed specifically for integration with Claude for Desktop. This server demonstrates how to build and configure an MCP server as part of the 'Awesome MCP Servers' ecosystem. (Read more) mcp weather reference-implementation dotnet open-source

Reference Implementations & Examples

  • Everything MCP Server - Official Anthropic reference and test server for Model Context Protocol. Provides mock tools, sample data, and example prompts for validating MCP client implementations. Essential development tool for building and testing MCP integrations without production dependencies. (Read more) Testing Reference Development

Repository & Code Analysis Mcp Servers

  • ai-distiller - A tool that extracts essential code structure from large codebases into an AI-digestible format; commonly used as an MCP-accessible utility to help AI agents understand and work with complex repositories. (Read more) Code Analysis Ai Assistant Documentation
  • Assembla MCP Server - MCP Server for Assembla’s secure Git and source code management platform, enabling repository and development workflow automation via MCP. (Read more) repository-management Git Development
  • Bitbucket Data Center MCP Server - An MCP Server that connects to Bitbucket Data Center, enabling MCP-compatible agents to interact with self-managed Bitbucket repositories for source code collaboration and automation. (Read more) bitbucket repository-management Devops
  • Code Index MCP - A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup. Demonstrates MCP server use for codebase analysis. (Read more) mcp Code Analysis repository Search
  • code-to-tree - code-to-tree is a single-binary Model Context Protocol (MCP) server that converts source code into an abstract syntax tree (AST) representation, regardless of the programming language. It enables MCP-compatible clients to analyze and navigate code structure programmatically via a unified server interface. (Read more) Code Analysis ast multi-language
  • Code2flow Server - A server wrapping the code2flow tool as an MCP service, enabling AI applications to generate and access code call graphs using a standardized protocol. Directly demonstrates MCP server integration. (Read more) mcp Code Analysis visualization ai-integration
  • Code2prompt - Transforms complex codebases into structured summaries optimized for language models through an MCP server, facilitating better code understanding and analysis workflows. Directly relevant as an MCP server. (Read more) mcp Code Analysis summarization language-models
  • Codebase Context Dumper - A Model Context Protocol (MCP) server designed for dumping codebase context into LLMs, making it easier for AI models to access relevant project information. Exemplifies MCP server usage. (Read more) mcp codebase Context Management llm-integration
  • codebase-mcp - An MCP server that integrates with RepoMix to enable codebase retrieval and analysis, supporting tasks such as code review and documentation generation. (Read more) mcp codebase Code Analysis Documentation integration
  • Codechecker - A code review tool for Cursor IDE that uses OpenAI's GPT models to provide intelligent code analysis and suggestions via an MCP server interface. An MCP server example for code analysis. (Read more) mcp code-review openai Code Analysis
  • CodeGraphContext - CodeGraphContext is an MCP server that indexes local code into a graph database, exposing structured code context to AI assistants. It enables graph-based code exploration and reasoning for coding agents via the MCP protocol. (Read more) Code Analysis graph-database Semantic Search
  • codelogic-mcp-server - Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools. (Read more) mcp Code Analysis Analytics integration
  • Codeql - Bridges to the CodeQL static analysis engine through an MCP server, allowing for identification of security vulnerabilities and quality issues via structured queries. A prominent MCP server for code analysis. (Read more) mcp Code Analysis Security quality-assurance
  • CodeScene MCP Server - An MCP Server integration for CodeScene, allowing MCP tools to analyze codebases with CodeScene’s behavioral code analysis and insights that connect code, teams, and business priorities. (Read more) Code Analysis quality-assurance Analytics
  • Compiler Explorer Mcp - A Model Context Protocol server that connects LLMs to the Compiler Explorer API, enabling compilation and exploration of code across different compilers and languages. This is an MCP server providing LLMs with code analysis and compiler features. (Read more) mcp compiler Code Analysis llm-integration

Search & Discovery Mcp Servers

  • Amazon Kendra Index MCP Server - An MCP server that connects to Amazon Kendra indexes, providing enterprise search capabilities and retrieval-augmented generation (RAG) enhancement for conversational assistants. (Read more) enterprise-search Rag Aws
  • Barcode Lookup MCP Server - Barcode Lookup MCP Server is an MCP server integration for the Barcode Lookup service, enabling MCP-based tools to search millions of products online by barcode via a standardized protocol interface. (Read more) product-data Search lookup
  • BrandMentions MCP Server - An MCP Server that integrates with BrandMentions, enabling MCP clients to monitor and query brand mentions across the web. (Read more) brand-monitoring social-sentiment web-search
  • ChuckNorris.io MCP Server - An MCP Server providing access to the ChuckNorris.io JSON API, allowing retrieval of hand-curated Chuck Norris facts within MCP-compatible applications. (Read more) api entertainment
  • Crunchbase MCP Server - An MCP Server for Crunchbase, enabling discovery and querying of innovative companies and people via the MCP protocol. (Read more) startup-data companies investors

Server Management Tools

  • Claris FileMaker Server - Admin API MCP Server - An MCP Server integration for the Claris FileMaker Server Admin API, enabling scripted administrative tasks on FileMaker Server (such as configuration and management operations) via MCP-compatible tooling instead of the standard Admin Console UI. (Read more) server-management admin Automation

Testing & Debugging Tools

  • A11y Mcp - An MCP server for performing automated accessibility audits on webpages using axe-core, facilitating AI-powered accessibility improvements through agentic loops, and exemplifying MCP servers for web auditing tasks. (Read more) mcp accessibility web Testing
  • Amazon SageMaker Unified Studio MCP for Spark Troubleshooting and Code Recommendation - MCP server that integrates with Amazon SageMaker Unified Studio to provide Apache Spark troubleshooting and real-time code recommendations for error and workload analysis on AWS Glue and EMR deployments. (Read more) Aws debugging spark
  • Apidog - Apidog is a collaborative API development platform that enables users to test, debug, mock, and document APIs. It is particularly relevant to MCP servers as it streamlines the process of testing API connections and managing automated workflows between MCP servers and other tools, making it easier to integrate and automate tasks across systems. (Read more) api Testing debugging Automation
  • Blazemeter MCP Server - An MCP Server integration for Blazemeter, allowing MCP tools to run large-scale performance tests on websites, applications, and APIs using Blazemeter’s platform. (Read more) performance-testing load-testing quality-assurance
  • BrowserStack MCP Server - An MCP Server that connects MCP agents to BrowserStack’s cross-browser and mobile testing platform, enabling automated testing workflows via MCP. (Read more) Testing browser Automation
  • BugBug MCP Server - An MCP Server for BugBug test automation, allowing MCP clients to trigger and manage browser testing workflows via the Model Context Protocol. (Read more) Testing browser Automation
  • claude-debugs-for-you - An MCP server and VS Code Extension that enables automatic debugging via breakpoints and expression evaluation across languages. It allows any LLM (e.g., Claude) to interactively debug any programming language via MCP and a VS Code Extension, providing debugging capabilities through the Model Context Protocol. (Read more) mcp debugging vscode ai-integration
  • claude-mcp-weather-server - An example implementation of an MCP server that provides weather data using the National Weather Service API. Serves as a practical reference for building and running MCP servers, highly relevant for developers seeking inspiration or templates for their own MCP servers. mcp weather reference-implementation examples
  • Codacy MCP Server - An MCP Server for Codacy, providing MCP-compatible access to Codacy’s DevOps intelligence and code quality metrics for automation and analysis workflows. (Read more) code-quality Devops Analytics
  • Code Climate MCP Server - MCP Server for Code Climate, providing access to code quality and analytics data through the MCP ecosystem. (Read more) code-quality Analytics Development
  • currents-mcp - MCP server enabling AI agents to fix Playwright test failures reported to Currents, integrating CI/CD test management with MCP. (Read more) mcp Testing cicd ai-agent
  • Cybermcp - An MCP server providing API security testing tools, including authentication and vulnerability scanning, with detailed severity ratings and remediation—illustrating security-focused MCP server capabilities. (Read more) mcp Security Testing vulnerability api
  • Dafny Mcp - Integrates with Dafny for code correctness verification via formal specification analysis—a specialized MCP server for formal methods and verification. (Read more) mcp verification formal-methods Code Analysis
  • dap-mcp - An MCP server bridging debugging tools with AI systems via the Debug Adapter Protocol, enabling debugger control and enhanced workflows—showcasing developer tool integration in MCP servers. (Read more) mcp debugging Developer Tools integration

Web Search Mcp Servers

  • Anchor Browser MCP Server - An MCP server providing access to Anchor Browser, a browser optimized for AI agents to navigate and interact with the web programmatically. (Read more) browser web-automation web-search
  • Autom MCP Server - An MCP Server for Autom that provides lightning-fast Google search and SERP API access to MCP clients, enabling programmatic web search from within the Model Context Protocol. (Read more) web-search serp google
  • Aylien News API MCP Server - An MCP Server that integrates the Aylien News API, giving MCP-compatible tools real-time access to enriched and structured news data feeds. (Read more) news api-integration content-discovery
  • Barnsworthburning MCP - Model Context Protocol (MCP) server enabling direct content search from barnsworthburning.net via compatible AI clients like Claude for Desktop. (Read more) web-search content-search ai-integration open-source
  • BC Gov News MCP Server - An MCP Server that surfaces Government of British Columbia news and information streams to MCP tools and agents for programmatic access and analysis. (Read more) news government web-search
  • Brave Search MCP Server - An MCP server providing web search capabilities through the Brave Search API, allowing AI tools to perform privacy-focused web searches. (Read more) web-search brave privacy
  • BuiltWith MCP Server - An MCP Server for BuiltWith, allowing MCP-based agents to look up technology stacks and profiling data for websites programmatically. (Read more) technology-detection web
  • ConechoAI/openai-websearch-mcp - A Python-based MCP server that exposes OpenAI's built-in web_search tool as an MCP-compliant service. (Read more) mcp web-search openai Python
  • Currents API MCP Server - An MCP Server that exposes the Currents API news aggregation service through MCP, enabling structured access to curated world news data. (Read more) news api-integration content-discovery
  • DarkSky API MCP Server - An MCP server providing access to the DarkSky API, enabling MCP clients to query weather forecasts and historical weather data programmatically. (Read more) weather environmental-data api-integration
  • DataForSEO MCP Server - An MCP Server that integrates DataForSEO’s aggregated SERP, marketplace, review, and web data into MCP-compatible tools to power SEO, marketing, and analytics workflows. (Read more) seo market-data Marketing

Workflow & Automation Mcp Servers

  • 0codekit MCP Server - An MCP Server integration for 0CodeKit (formerly 1SaaS.co), providing low-code and no-code building blocks that connect APIs and automation workflows within the Model Context Protocol ecosystem. (Read more) No Code Automation api-integration
  • 1SaaS MCP Server - An MCP server integration that connects the 1SaaS low-code and no-code tool platform with MCP-based workflows, enabling automation across APIs and various projects. (Read more) No Code Automation integrations
  • Agenty MCP Server - MCP server for Agenty, a robotic process automation platform, exposing web scraping, data extraction, and automation capabilities via the Model Context Protocol. (Read more) rpa Web Scraping Data Extraction
  • Airplane MCP Server - An MCP Server that connects to Airplane, turning APIs, SQL queries, and scripts into internal apps accessible through MCP-enabled agents and tools. (Read more) internal-tools Automation scripts
  • Airslate MCP Server - An MCP Server integration for airSlate, exposing its document workflow and automation solutions to MCP-based agents and tools. (Read more) document-automation workflow-automation No Code
  • AITable.ai MCP Server - MCP server for AITable.ai that automates data flows across thousands of apps, making AITable’s automation and database features available to AI agents via MCP. (Read more) Automation Database No Code
  • Apify MCP Server - An MCP server that connects to Apify, allowing AI agents to use 3,000+ pre-built cloud tools (Actors) to extract data from websites, e-commerce, social media, search engines, and more via the Model Context Protocol. (Read more) Web Scraping Automation integration
  • AWS HealthOmics MCP Server - An MCP server for generating, running, debugging, and optimizing life science workflows on AWS HealthOmics. (Read more) Aws healthcare workflow-automation
  • AWS Step Functions MCP Server - An MCP server that executes complex workflows and business processes using AWS Step Functions. (Read more) Aws workflow-automation Orchestration
  • Basin MCP Server - An MCP Server for Basin, providing MCP-compatible access to its form backend services for processing form submissions without custom server code. (Read more) forms backend Automation
  • Biztera MCP Server - MCP Server providing access to Biztera’s decision management and approval tracking capabilities for automated approval workflows via MCP. (Read more) approvals Workflow decision-management
  • Blog publisher MCP server - Enables AI assistants to publish blog content to external platforms through a Python-based MCP server, supporting automated content publishing workflows. (Read more) mcp ai-integration Automation Python
  • BotX MCP Server - An MCP Server for BotX that lets MCP clients build and orchestrate no-code AI workflows with ChatGPT and other models. (Read more) No Code ai-workflows Automation
  • Calendly MCP Server - An MCP Server that connects to Calendly v2, allowing MCP-compatible applications to schedule and manage meetings and appointments programmatically. (Read more) Scheduling appointments calendar-integration
  • Captain Data MCP Server - An MCP Server for Captain Data, enabling data extraction and automation workflows to be orchestrated by MCP-based agents using Captain Data’s platform. (Read more) Data Extraction Automation rpa
  • Cflow MCP Server - An MCP Server that integrates with Cflow’s cloud BPM and workflow automation platform, allowing MCP tools to automate and manage organizational workflows. (Read more) workflow-automation bpm business
  • CodeREADr MCP Server - MCP Server integration for CodeREADr, enabling barcode scanning and data collection workflows to be used via MCP-compatible agents and tools. (Read more) data-collection workflow-automation
  • CommCare MCP Server - MCP Server for CommCare, allowing model-context tools to design and interact with CommCare mobile and web app workflows. (Read more) workflow-automation forms
  • Cronfree MCP Server - An MCP Server for Cronfree Time Scheduler, allowing MCP clients to create and manage recurring tasks and no-code automation schedules programmatically. (Read more) task-automation Scheduling No Code
  • DailyBot MCP Server - An MCP Server integration for DailyBot that enables automation of async meetings, milestone tracking, and routine workflows inside work chat platforms. (Read more) workflow-automation meetings Productivity
  • Damstra Forms MCP Server - An MCP Server for Damstra Forms, exposing its digital forms and mobile data capture features to MCP-compatible systems. (Read more) forms data-collection workflow-automation
  • DataScope MCP Server - An MCP Server for DataScope that allows MCP clients to interact with mobile forms, field data collection, and offline submissions within automated workflows. (Read more) forms data-collection field-service

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