ModelRunner MCP server

ModelRunner MCP Server

Official Model Context Protocol (MCP) server for ModelRunner — run 100+ AI models across image, video, audio, and 3D generation from Claude, Cursor, and any MCP client.

• Endpoint: https://mcp.modelrunner.run/mcp (remote server, Streamable HTTP)
• Auth: OAuth 2.1 — your browser authorizes once; no API key is pasted into config
• Registry name: ai.modelrunner/mcp
• Setup guide & full tool reference: modelrunner.ai/mcp

Unlike single-vendor MCP servers, one connection exposes the entire ModelRunner catalog — models from multiple AI providers behind one endpoint and one pay-per-use billing account. Your assistant can search the catalog, inspect a model's input schema, run inference, and get results back as hosted URLs directly in the conversation.

Maintaining an open-source project? ModelRunner gives active open-source projects free monthly API credits — apply at modelrunner.ai/oss-program.

Quick start

Claude Code

claude mcp add --transport http modelrunner https://mcp.modelrunner.run/mcp

Cursor / VS Code (native remote URL)

{
  "mcpServers": {
    "modelrunner": { "url": "https://mcp.modelrunner.run/mcp" }
  }
}

Claude Desktop or any stdio-only client (via mcp-remote)

{
  "mcpServers": {
    "modelrunner": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://mcp.modelrunner.run/mcp"]
    }
  }
}

On first use your AI assistant opens a browser window to sign in to ModelRunner — that's the whole setup.

Tools

Group	Tools
Discover & inspect	search, list_models, list_wrappers, recommended_models, recommended_wrappers, get_model, get_wrapper, get_model_raw_schema, get_wrapper_raw_schema, get_wrapper_prompt_template, get_wrapper_field_mappings
Run & fetch	run_model, wait_for_request, get_request, list_my_requests
Upload files	create_upload_url, upload_file
Author wrappers	wrapper_authoring_guide, create_wrapper, patch_wrapper, preview_wrapper, list_my_wrappers, delete_wrapper

"Wrappers" are reusable, simplified interfaces you can build over base models — a few friendly inputs, a prompt template, and baked-in settings — and they run through the same run_model-style tools.

Models & capabilities

The catalog covers text-to-image, image-to-image, text-to-video, image-to-video, video-to-video, music generation, speech-to-text, and image-to-3D, including models like Kling, HiDream, Hunyuan Image, Stable Audio, and Rodin. Browse by capability:

• Text-to-Image API · Image-to-Image API
• Text-to-Video API · Image-to-Video API · Video-to-Video API
• Music Generation API · Speech-to-Text API
• Image-to-3D API

Full catalog: modelrunner.ai/models

Pricing

Free to connect. Model runs are pay-per-use from prepaid credits — no subscription. Every model's exact price (per image, per second of video, per megapixel, …) is shown on its model page and on the pricing page.

About this repository

This repository documents the hosted ModelRunner MCP server. The server itself is first-party, run by ModelRunner as a remote MCP endpoint — there is nothing to install or self-host; the configs above are the entire integration.

• Landing page: modelrunner.ai/mcp
• Docs: modelrunner.ai/docs
• Model catalog: modelrunner.ai/models

License

MIT