diff --git a/swagger/docs.go b/swagger/docs.go
index a359ae10b..4d9a6746a 100644
--- a/swagger/docs.go
+++ b/swagger/docs.go
@@ -215,6 +215,30 @@ const docTemplate = `{
                 }
             }
         },
+        "/mcp/v1/completions": {
+            "post": {
+                "summary": "Generate completions for a given prompt and model.",
+                "parameters": [
+                    {
+                        "description": "query params",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Response",
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIResponse"
+                        }
+                    }
+                }
+            }
+        },
         "/metrics": {
             "get": {
                 "summary": "Prometheus metrics endpoint",
diff --git a/swagger/swagger.json b/swagger/swagger.json
index cb9081e48..c313a3422 100644
--- a/swagger/swagger.json
+++ b/swagger/swagger.json
@@ -208,6 +208,30 @@
                 }
             }
         },
+        "/mcp/v1/completions": {
+            "post": {
+                "summary": "Generate completions for a given prompt and model.",
+                "parameters": [
+                    {
+                        "description": "query params",
+                        "name": "request",
+                        "in": "body",
+                        "required": true,
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIRequest"
+                        }
+                    }
+                ],
+                "responses": {
+                    "200": {
+                        "description": "Response",
+                        "schema": {
+                            "$ref": "#/definitions/schema.OpenAIResponse"
+                        }
+                    }
+                }
+            }
+        },
         "/metrics": {
             "get": {
                 "summary": "Prometheus metrics endpoint",
diff --git a/swagger/swagger.yaml b/swagger/swagger.yaml
index d04ac0022..23611b88c 100644
--- a/swagger/swagger.yaml
+++ b/swagger/swagger.yaml
@@ -872,6 +872,21 @@ paths:
           schema:
             $ref: '#/definitions/services.GalleryOpStatus'
       summary: Returns the job status
+  /mcp/v1/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: Generate completions for a given prompt and model.
   /metrics:
     get:
       parameters: