README.md

metadata

title: Unified Media Studio
emoji: 🎬
colorFrom: green
colorTo: blue
sdk: docker
app_port: 7860
pinned: false
license: mit

Unified Media Studio

One Hugging Face Docker Space containing the five original applications.

Application	Path
Rendering studio	/dashboard
Kokoro TTS	/tts/
MusicGen	/music/
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.

n8n

See N8N_ENDPOINTS.md for all API endpoints, payload schemas, editor task IDs, file upload settings, asynchronous job handling, and HTTP Request node examples.

Public Swagger, ReDoc, and OpenAPI routes are disabled by default. Set ENABLE_API_DOCS=true in the Space environment when interactive API documentation is required.

MCP

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:

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:

• path_params: values for placeholders such as {job_id}.
• query: URL query parameters.
• body: JSON, form, or text request body.
• body_type: json, form, or text.
• headers: forwarded headers such as X-API-Key.
• files: multipart files containing field_name, filename, content_type, and content_base64.

Large response bodies are omitted from the MCP result. Increase MCP_INLINE_RESPONSE_MAX_BYTES when small generated files should be returned inline as base64.