MCP Tools

MCP Tools

Ruflo exposes 314 MCP tools for Claude Code to call directly. These are organized by domain.

---

Tool Categories

Swarm Coordination (40+ tools)

• swarm_init, swarm_status, swarm_shutdown, swarm_health
• coordination_consensus, coordination_load_balance, coordination_metrics
• hive-mind_init, hive-mind_join, hive-mind_memory, hive-mind_consensus

Agent Management (50+ tools)

• agent_spawn, agent_list, agent_status, agent_execute, agent_terminate
• agent_health, agent_update, agent_logs
• claims_claim, claims_accept-handoff, claims_mark-stealable, claims_steal

Memory & Graph Intelligence (80+ tools)

Flat Memory:

• memory_store, memory_retrieve, memory_search, memory_list, memory_delete
• memory_export, memory_import, memory_migrate, memory_compress, memory_stats

AgentDB Controllers (ADR-130):

• agentdb_batch — insert, update, delete episodes
• agentdb_causal-edge — record causal links (A causes B, A depends on B, A supersedes B)
• agentdb_causal-edge-delete, agentdb_causal-node-delete — clean up stale edges
• agentdb_hierarchical-store, agentdb_hierarchical-recall, agentdb_hierarchical-delete
• agentdb_pattern-search, agentdb_pattern-store
• agentdb_semantic-route, agentdb_route
• agentdb_context-synthesize
• agentdb_session-start, agentdb_session-end
• agentdb_feedback, agentdb_learning_status
• agentdb_health, agentdb_controllers

Vector Search (HNSW + RaBitQ):

• embeddings_generate — text to vector
• embeddings_search, embeddings_search_text, embeddings_search_text_batch
• embeddings_search_text_diverse — MMR ranking
• embeddings_search_text_ensemble — RRF fusion
• embeddings_search_text_hyde — hypothetical answer embedding
• embeddings_ann_router_build, embeddings_ann_router_search, embeddings_ann_router_status
• embeddings_diskann_build, embeddings_diskann_search, embeddings_diskann_status
• embeddings_rabitq_build, embeddings_rabitq_search, embeddings_rabitq_status
• embeddings_compare, embeddings_hyperbolic, embeddings_neural
• embeddings_init, embeddings_status

Hooks & Learning (40+ tools)

• hooks_route, hooks_explain, hooks_intelligence, hooks_intelligence_pattern-store, hooks_intelligence_pattern-search
• hooks_pre-task, hooks_post-task, hooks_pre-edit, hooks_post-edit
• hooks_session-start, hooks_session-end, hooks_session-restore
• hooks_worker-list, hooks_worker-dispatch, hooks_worker-status, hooks_worker-detect, hooks_worker-cancel
• hooks_intelligence_trajectory-start, hooks_intelligence_trajectory-step, hooks_intelligence_trajectory-end

Security & Safety (25+ tools)

• aidefence_scan, aidefence_has_pii, aidefence_is_safe, aidefence_analyze
• aidefence_learn, aidefence_stats

Task & Workflow (30+ tools)

• task_create, task_list, task_status, task_update, task_assign, task_complete, task_cancel, task_retry, task_summary
• workflow_create, workflow_list, workflow_status, workflow_execute, workflow_pause, workflow_resume, workflow_stop, workflow_cancel, workflow_delete
• workflow_template, workflow_validate, workflow_run

GitHub Integration (35+ tools)

• github_pr_manage — create, review, merge, close PRs
• github_issue_track — create, update, close issues
• github_workflow — trigger, status, cancel GitHub Actions
• github_repo_analyze, github_repo_architect
• github_metrics

Intelligence & Neural (35+ tools)

• neural_train, neural_status, neural_patterns, neural_predict, neural_optimize, neural_compress
• hooks_model-route, hooks_model-outcome, hooks_model-stats
• daa_agent_create, daa_agent_adapt, daa_cognitive_pattern
• daa_knowledge_share, daa_learning_status, daa_performance_metrics
• daa_workflow_create, daa_workflow_execute

Browser Automation (20+ tools)

• browser_session_record, browser_session_replay, browser_session_end
• browser_cookie_use, browser_template_apply

Performance & Observability (30+ tools)

• performance_benchmark, performance_profile, performance_metrics, performance_bottleneck, performance_optimize, performance_report
• system_status, system_health, system_metrics, system_info, system_reset

Cost Tracking (15+ tools)

• cost-track, cost-federation, cost-report, cost-summary, cost-trend
• cost-booster-route, cost-booster-edit
• cost-optimize, cost-benchmark, cost-budget-check

Advanced Features (ADR-129, ADR-130)

• WASM Agents (rvagent): wasm_agent_create, wasm_agent_prompt, wasm_agent_tool, wasm_agent_export, wasm_agent_files, wasm_agent_list, wasm_agent_terminate
• Managed Agents (cloud): managed_agent_create, managed_agent_prompt, managed_agent_status, managed_agent_events, managed_agent_list, managed_agent_terminate
• Graph Pathfinding (ADR-130): Shortest path, PageRank, influence scores, causal chains
• RuVLLM (local inference): ruvllm_chat_format, ruvllm_generate_config, ruvllm_hnsw_create, ruvllm_hnsw_route, ruvllm_hnsw_add
• RuVector GPU: vector_embed, vector_cluster, vector_hyperbolic, vector_setup

---

Quick Reference by Use Case

Use Case	Tools
Create a team	swarm_init, agent_spawn (multiple)
Persistent memory	memory_store, memory_search, memory_retrieve
AI-enhanced routing	hooks_route, neural_predict
Verify artifacts	witness_verify, witness_sign
Find security bugs	security_scan, aidefence_scan
Optimize performance	performance_benchmark, performance_optimize
Run tests	task_create, testgen (coverage analysis)
Track costs	cost-track, cost-report
Deep learning	daa_agent_create, daa_workflow_execute, neural_train
Local inference	ruvllm_*, wasm_agent_*

---

Usage Example

// Store a memory pattern
await mcp.memory_store({
  key: "fast-sorting",
  value: "QuickSort beats Merge on small arrays (<1000 elems)",
  namespace: "patterns"
})

// Search for related patterns
const results = await mcp.memory_search({
  query: "sorting algorithm performance",
  namespace: "patterns",
  limit: 5
})

// Route a complex task
const recommendation = await mcp.hooks_route({
  task: "Refactor legacy authentication module"
})
// Returns: { model: "sonnet", reason: "Complex refactor across 3 modules" }

---

For details on any tool, call:

npx ruflo@latest mcp list --tool-name "<tool-name>"

---

Ruflo v3.10.1 · GitHub · 314 tools