fastapi-mcp
Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration
Description
<p align="center"><a href="https://github.com/tadata-org/fastapi_mcp"><img src="https://github.com/user-attachments/assets/7e44e98b-a0ba-4aff-a68a-4ffee3a6189c" alt="fastapi-to-mcp" height=100/></a></p> <div align="center"> <span style="font-size: 0.85em; font-weight: normal;">Built by <a href="https://tadata.com">Tadata</a></span> </div> <h1 align="center"> FastAPI-MCP </h1> <p align="center">Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!</p> <div align="center"> [](https://pypi.org/project/fastapi-mcp/) [](https://pypi.org/project/fastapi-mcp/) [](#) [](https://github.com/tadata-org/fastapi_mcp/actions/workflows/ci.yml) [](https://codecov.io/gh/tadata-org/fastapi_mcp) </div> <p align="center"><a href="https://github.com/tadata-org/fastapi_mcp"><img src="https://github.com/user-attachments/assets/b205adc6-28c0-4e3c-a68b-9c1a80eb7d0c" alt="fastapi-mcp-usage" height="400"/></a></p> ## Features - **Authentication** built in, using your existing FastAPI dependencies! - **FastAPI-native:** Not just another OpenAPI -> MCP converter - **Zero/Minimal configuration** required - just point it at your FastAPI app and it works - **Preserving schemas** of your request models and response models - **Preserve documentation** of all your endpoints, just as it is in Swagger - **Flexible deployment** - Mount your MCP server to the same app, or deploy separately - **ASGI transport** - Uses FastAPI's ASGI interface directly for efficient communication ## Hosted Solution If you prefer a managed hosted solution check out [tadata.com](https://tadata.com). ## Installation We recommend using [uv](https://docs.astral.sh/uv/), a fast Python package installer: ```bash uv add fastapi-mcp ``` Alternatively, you can install with pip: ```bash pip install fastapi-mcp ``` ## Basic Usage The simplest way to use FastAPI-MCP is to add an MCP server directly to your FastAPI application: ```python from fastapi import FastAPI from fastapi_mcp import FastApiMCP app = FastAPI() mcp = FastApiMCP(app) # Mount the MCP server directly to your FastAPI app mcp.mount() ``` That's it! Your auto-generated MCP server is now available at `https://app.base.url/mcp`. ## Documentation, Examples and Advanced Usage FastAPI-MCP provides [comprehensive documentation](https://fastapi-mcp.tadata.com/). Additionaly, check out the [examples directory](examples) for code samples demonstrating these features in action. ## FastAPI-first Approach FastAPI-MCP is designed as a native extension of FastAPI, not just a converter that generates MCP tools from your API. This approach offers several key advantages: - **Native dependencies**: Secure your MCP endpoints using familiar FastAPI `Depends()` for authentication and authorization - **ASGI transport**: Communicates directly with your FastAPI app using its ASGI interface, eliminating the need for HTTP calls from the MCP to your API - **Unified infrastructure**: Your FastAPI app doesn't need to run separately from the MCP server (though [separate deployment](https://fastapi-mcp.tadata.com/advanced/deploy#deploying-separately-from-original-fastapi-app) is also supported) This design philosophy ensures minimum friction when adding MCP capabilities to your existing FastAPI services. ## Development and Contributing Thank you for considering contributing to FastAPI-MCP! We encourage the community to post Issues and create Pull Requests. Before you get started, please see our [Contribution Guide](CONTRIBUTING.md). ## Community Join [MCParty Slack community](https://join.slack.com/t/themcparty/shared_invite/zt-30yxr1zdi-2FG~XjBA0xIgYSYuKe7~Xg) to connect with other MCP enthusiasts, ask questions, and share your experiences with FastAPI-MCP. ## Requirements - Python 3.10+ (Recommended 3.12) - uv ## License MIT License. Copyright (c) 2025 Tadata Inc.
Release History
| Version | Changes | Urgency | Date |
|---|---|---|---|
| 0.4.0 | Imported from PyPI (0.4.0) | Low | 4/21/2026 |
| v0.4.0 | 🚀 **FastAPI-MCP now supports Streamable HTTP transport.** HTTP transport is now the recommended approach, following the specification that positions HTTP as the standard while maintaining SSE for backwards compatibility. ### ⚠️ Breaking Changes - **`mount()` method is deprecated** and will be removed in a future version. Use `mount_http()` for HTTP transport (recommended) or `mount_sse()` for SSE transport. ### Added - 🎉 **Streamable HTTP Transport Support** - New `mount_http()` met | Low | 7/28/2025 |
| v0.3.7 | ### Fixed - 🐛 Fix a bug with OAuth default_scope (#123) ## PRs * Fixes #123: allow usage of default_scope to be passed by @jessesanford in https://github.com/tadata-org/fastapi_mcp/pull/185 ## New Contributors * @jessesanford made their first contribution in https://github.com/tadata-org/fastapi_mcp/pull/185 **Full Changelog**: https://github.com/tadata-org/fastapi_mcp/compare/v0.3.6...v0.3.7 | Low | 7/14/2025 |
| v0.3.6 | ## What's Changed ### Added - 🚀 Add configurable HTTP header forwarding (#181) ### Fixed - 🐛 Fix a bug with handling FastAPI `root_path` parameter (#163) ## PRs * update readme by @itay-tadata in https://github.com/tadata-org/fastapi_mcp/pull/164 * Update readme by @irn77 in https://github.com/tadata-org/fastapi_mcp/pull/192 * Fix a bug with handling FastAPI `root_path` parameter by @am1ter in https://github.com/tadata-org/fastapi_mcp/pull/163 * Add configurable HTTP header forw | Low | 7/10/2025 |
| v0.3.4 | ## Fixed * 🐛 Update the `mcp` dependency to `1.8.1`. Fixes [Issue #134](https://github.com/tadata-org/fastapi_mcp/issues/134) that was caused after a breaking change in mcp sdk 1.8.0. ## PRs * Upgrades the mcp package dependency to 1.8.1 by @ierickson in https://github.com/tadata-org/fastapi_mcp/pull/137 * Fix @modelcontextprotocol/inspector command-line by @bfontaine in https://github.com/tadata-org/fastapi_mcp/pull/131 ## New Contributors * @ierickson made their first contribution i | Low | 5/18/2025 |
| v0.3.3 | Fixes the broken release from 0.3.2. ## Fixed - 🐛 Fix critical bug in openapi conversion (missing `param_desc` definition) (#107, #99) - 🐛 Fix non-ascii support (#66) ## PRs * Fix error in openapi conversion by @danlapid in https://github.com/tadata-org/fastapi_mcp/pull/101 * Bugfix/issue 66 by @shira-ayal in https://github.com/tadata-org/fastapi_mcp/pull/90 * add more test cases to openapi conversion by @shahar4499 in https://github.com/tadata-org/fastapi_mcp/pull/109 * bump versi | Low | 4/23/2025 |
| v0.3.2 | ## Fixed - 🐛 Fix a bug preventing simple setup of [basic token passthrough](docs/03_authentication_and_authorization.md#basic-token-passthrough) ## PRs * Add bearer token example by @shira-ayal in https://github.com/tadata-org/fastapi_mcp/pull/96 * Fix/bearer token usage by @shahar4499 in https://github.com/tadata-org/fastapi_mcp/pull/97 **Full Changelog**: https://github.com/tadata-org/fastapi_mcp/compare/v0.3.1...v0.3.2 | Low | 4/22/2025 |
| v0.3.1 | 🚀 FastApiMCP now supports MCP Authorization! You can now add MCP-compliant OAuth configuration in a FastAPI-native way, using your existing FastAPI `Depends()` that we all know and love. ## Added - 🎉 Support for Authentication / Authorization compliant to [MCP 2025-03-26 Specification](https://modelcontextprotocol.io/specification/2025-03-26/basic/authorization), using OAuth 2.1. (#10) - 🎉 Support passing http headers to tool calls (#82) ## PRs * Documentation updates by @shira-ay | Low | 4/22/2025 |
| v0.3.0 | ## What's Changed 🚀 FastApiMCP now works with ASGI-transport by default. This means the `base_url` argument is redundant, and thus has been removed. You can still set up an explicit base URL using the `http_client` argument, and injecting your own `httpx.AsyncClient` if necessary. ### Removed * ⚠️ Breaking Change: Removed `base_url` argument since it's not used anymore by the MCP transport. ### Fixed * 🐛 Fix short timeout issue (#71), increasing the default timeout to 10 ## | Low | 4/20/2025 |
| v0.2.0 | ### Changed (Breaking) - Complete refactor from function-based API to a new class-based API with `FastApiMCP` - Explicit separation between MCP instance creation and mounting with `mcp = FastApiMCP(app)` followed by `mcp.mount()` - FastAPI-native approach for transport providing more flexible routing options - Updated minimum MCP dependency to v1.6.0 ### Added - Support for deploying MCP servers separately from API service - Support for "refreshing" with `setup_server()` when dynamicall | Low | 4/10/2025 |
| v0.1.8 | ## What's Changed ### Fixed - Remove unneeded dependency. **Full Changelog**: https://github.com/tadata-org/fastapi_mcp/compare/v0.1.7...v0.1.8 | Low | 4/9/2025 |
