{
  "markdown": "# ModelRunner MCP Server\n\nOfficial [Model Context Protocol](https://modelcontextprotocol.io) (MCP) server for [ModelRunner](https://modelrunner.ai) — run 100+ AI models across **image, video, audio, and 3D generation** from Claude, Cursor, and any MCP client.\n\n- **Endpoint:** `https://mcp.modelrunner.run/mcp` (remote server, Streamable HTTP)\n- **Auth:** OAuth 2.1 — your browser authorizes once; **no API key is pasted into config**\n- **Registry name:** `ai.modelrunner/mcp`\n- **Setup guide & full tool reference:** [modelrunner.ai/mcp](https://modelrunner.ai/mcp)\n\nUnlike 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.\n\n## Quick start\n\n### Claude Code\n\n```bash\nclaude mcp add --transport http modelrunner https://mcp.modelrunner.run/mcp\n```\n\n### Cursor / VS Code (native remote URL)\n\n```json\n{\n  \"mcpServers\": {\n    \"modelrunner\": { \"url\": \"https://mcp.modelrunner.run/mcp\" }\n  }\n}\n```\n\n### Claude Desktop or any stdio-only client (via [mcp-remote](https://www.npmjs.com/package/mcp-remote))\n\n```json\n{\n  \"mcpServers\": {\n    \"modelrunner\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"mcp-remote\", \"https://mcp.modelrunner.run/mcp\"]\n    }\n  }\n}\n```\n\nOn first use your AI assistant opens a browser window to sign in to ModelRunner — that's the whole setup.\n\n## Tools\n\n| Group | Tools |\n| ----- | ----- |\n| 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` |\n| Run & fetch | `run_model`, `wait_for_request`, `get_request`, `list_my_requests` |\n| Upload files | `create_upload_url`, `upload_file` |\n| Author wrappers | `wrapper_authoring_guide`, `create_wrapper`, `patch_wrapper`, `preview_wrapper`, `list_my_wrappers`, `delete_wrapper` |\n\n\"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.\n\n## Models & capabilities\n\nThe 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:\n\n- [Text-to-Image API](https://modelrunner.ai/text-to-image-api) · [Image-to-Image API](https://modelrunner.ai/image-to-image-api)\n- [Text-to-Video API](https://modelrunner.ai/text-to-video-api) · [Image-to-Video API](https://modelrunner.ai/image-to-video-api) · [Video-to-Video API](https://modelrunner.ai/video-to-video-api)\n- [Music Generation API](https://modelrunner.ai/music-generation-api) · [Speech-to-Text API](https://modelrunner.ai/speech-to-text-api)\n- [Image-to-3D API](https://modelrunner.ai/image-to-3d-api)\n\nFull catalog: [modelrunner.ai/models](https://modelrunner.ai/models)\n\n## Pricing\n\nFree 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](https://modelrunner.ai/pricing).\n\n## About this repository\n\nThis 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.\n\n- Landing page: [modelrunner.ai/mcp](https://modelrunner.ai/mcp)\n- Docs: [modelrunner.ai/docs](https://modelrunner.ai/docs)\n- Model catalog: [modelrunner.ai/models](https://modelrunner.ai/models)\n\n## License\n\n[MIT](./LICENSE)\n",
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