diff --git a/swagger/docs.go b/swagger/docs.go
index 7dc3b1ff4c2b..a762b2ebd4a3 100644
--- a/swagger/docs.go
+++ b/swagger/docs.go
@@ -634,6 +634,30 @@ const docTemplate = `{
                 }
             }
         },
+        "/v1/mcp/chat/completions": {
+            "post": {
+                "summary": "Stream MCP chat completions with reasoning, tool calls, and results",
+                "parameters": [
+                    {
+                        "description": "query params",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Response",
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIResponse"
+                        }
+                    }
+                }
+            }
+        },
         "/v1/models": {
             "get": {
                 "summary": "List and describe the various models available in the API.",
diff --git a/swagger/swagger.json b/swagger/swagger.json
index ef5bf82c51a8..51cb13bbb843 100644
--- a/swagger/swagger.json
+++ b/swagger/swagger.json
@@ -627,6 +627,30 @@
                 }
             }
         },
+        "/v1/mcp/chat/completions": {
+            "post": {
+                "summary": "Stream MCP chat completions with reasoning, tool calls, and results",
+                "parameters": [
+                    {
+                        "description": "query params",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Response",
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIResponse"
+                        }
+                    }
+                }
+            }
+        },
         "/v1/models": {
             "get": {
                 "summary": "List and describe the various models available in the API.",
diff --git a/swagger/swagger.yaml b/swagger/swagger.yaml
index a2bdf061ccc8..0264bcdac980 100644
--- a/swagger/swagger.yaml
+++ b/swagger/swagger.yaml
@@ -1149,6 +1149,21 @@ paths:
           schema:
             $ref: '#/definitions/schema.OpenAIResponse'
       summary: Creates an image given a prompt.
+  /v1/mcp/chat/completions:
+    post:
+      parameters:
+      - description: query params
+        in: body
+        name: request
+        required: true
+        schema:
+          $ref: '#/definitions/schema.OpenAIRequest'
+      responses:
+        "200":
+          description: Response
+          schema:
+            $ref: '#/definitions/schema.OpenAIResponse'
+      summary: Stream MCP chat completions with reasoning, tool calls, and results
   /v1/models:
     get:
       responses: