Upload 213 files

N8N_ENDPOINTS.md

@@ -866,6 +866,8 @@ These are not business API operations:
 | `/whisper/` | Whisper Gradio interface. |
 | `/editor/` | FFmpeg editor Gradio interface. |
 | `/mcp/` | MCP Streamable HTTP transport; use an MCP client rather than a normal REST request. |
+| `/dashboard/gradio_api/mcp/` | Gradio-native MCP transport for documented dashboard actions. |
+| `/mcp-health` | MCP transport discovery and custom tool count. |
 | `/docs` | Root FastAPI Swagger UI when `ENABLE_API_DOCS=true`. |
 | `/redoc` | Root FastAPI ReDoc UI when `ENABLE_API_DOCS=true`. |
 | `/openapi.json` | Root renderer OpenAPI schema when `ENABLE_API_DOCS=true`. |

README.md

@@ -21,6 +21,7 @@ One Hugging Face Docker Space containing the five original applications.
 | Whisper operator | `/whisper/` |
 | FFmpeg editor | `/editor/` |
 | MCP Streamable HTTP | `/mcp/` |
+| Gradio-native MCP | `/dashboard/gradio_api/mcp/` |
 
 The rendering API remains available at the Space root. `GET /apps` returns the
 mounted application paths.
@@ -43,6 +44,16 @@ Connect an MCP client to:
 https://<space-subdomain>.hf.space/mcp/
 ```
 
+This is the custom MCP server and exposes every FastAPI endpoint. The renderer
+dashboard also exposes its documented Gradio actions through Gradio-native MCP:
+
+```text
+https://<space-subdomain>.hf.space/dashboard/gradio_api/mcp/
+```
+
+Use `GET /mcp-health` in a browser or HTTP client to verify both advertised
+transport URLs and the generated custom tool count.
+
 Every FastAPI application endpoint is exposed as a separate MCP tool. Tool
 arguments use a consistent transport wrapper:
 

app.py

@@ -61,6 +61,7 @@ async def studio_apps():
         "whisper": "/whisper/",
         "editor": "/editor/",
         "mcp": "/mcp/",
+        "gradio_mcp": "/dashboard/gradio_api/mcp/",
         "mcp_tools": len(mcp_tool_catalog),
     }
 
@@ -82,6 +83,17 @@ mcp, mcp_tool_catalog = create_mcp_server(
 mcp_http_app = mcp.streamable_http_app()
 
 
+@app.get("/mcp-health", include_in_schema=False)
+async def mcp_health():
+    return {
+        "status": "ok",
+        "custom_mcp_url": "/mcp/",
+        "gradio_mcp_url": "/dashboard/gradio_api/mcp/",
+        "custom_tool_count": len(mcp_tool_catalog),
+        "transports": ["streamable-http"],
+    }
+
+
 @asynccontextmanager
 async def studio_lifespan(root_app):
     async with AsyncExitStack() as stack:

renderer_app.py

@@ -374,6 +374,7 @@ app = gr.mount_gradio_app(
     create_dashboard(),
     path="/dashboard",
     root_path="/dashboard",
+    mcp_server=True,
 )
 
 

requirements.renderer.txt

@@ -1,8 +1,9 @@
 fastapi>=0.115.0
 uvicorn[standard]>=0.30.0
-gradio>=5.49,<6
+gradio[mcp]==5.49.1
 huggingface_hub<1.0
-pydantic>=2.7.0
+pydantic>=2.11,<2.12
+mcp==1.10.1
 python-multipart>=0.0.9
 psutil>=5.9.8
 pytest>=8.2.0

requirements.txt

@@ -10,19 +10,19 @@ google-auth>=2.29.0
 google-auth-httplib2>=0.2.0
 google-auth-oauthlib>=1.2.0
 google-generativeai>=0.7.2
-gradio>=5.49,<6
+gradio[mcp]==5.49.1
 httplib2>=0.22.0
 huggingface_hub<1.0
 httpx>=0.27.0
 imageio>=2.34.0
 imageio-ffmpeg>=0.4.9
 moviepy==1.0.3
-mcp>=1.28.1,<2
+mcp==1.10.1
 numpy>=1.26.0
 onnxruntime
 phonemizer
 psutil>=5.9.8
-pydantic>=2.7.0
+pydantic>=2.11,<2.12
 pytest>=8.2.0
 pytest-cov>=5.0.0
 pysrt>=1.1.2

tests/test_ui_routing.py

@@ -31,6 +31,14 @@ class UIRoutingTests(unittest.TestCase):
         self.assertEqual(response.status_code, 200)
         self.assertIn("/dashboard", response.text)
 
+    def test_mcp_discovery_reports_both_transports(self) -> None:
+        response = self.client.get("/mcp-health")
+        self.assertEqual(response.status_code, 200)
+        payload = response.json()
+        self.assertEqual(payload["custom_mcp_url"], "/mcp/")
+        self.assertEqual(payload["gradio_mcp_url"], "/dashboard/gradio_api/mcp/")
+        self.assertGreater(payload["custom_tool_count"], 0)
+
 
 if __name__ == "__main__":
     unittest.main()