fastapi_mcp
★ 12.0k
vs
WWmcp
★ 36
fastapi_mcp vs WWmcp
fastapi_mcp: FastAPI-MCP allows you to expose your existing FastAPI endpoints as Model Context Protocol (MCP) tools. It offers native integration with FastAPI, including built-in authentication using existing dependencies, and preserves schemas and documentation.; WWmcp: A large open-source collection of MCP servers for non-Western APIs, covering CIS, MENA, Africa, LATAM, and Southeast Asia with over 114 servers and 910+ tools. It fills the gap left by mainstream MCP catalogs by providing production-grade integrations for regional services. The monorepo uses a unified core library and CI pipeline.
01
TL;DR
fastapi_mcpDev Tooling · ★ 12.0k
When to choose:
- You already have a FastAPI application and want to expose its endpoints as MCP tools while reusing your existing FastAPI authentication dependencies and Swagger schemas.
- You want to mount the MCP server directly onto your ASGI app or deploy it separately under an MIT license.
When to skip:
- You are building a standalone MCP server from scratch rather than wrapping a FastAPI app; use FastMCP or the official MCP Python SDK.
- You need an actively updated repository (last push was November 2025).
WWmcpDev Tooling · ★ 36
E-commerce: inventory, shipping, payment in one prompt
02
Side-by-Side Comparison
Field
fastapi_mcpWWmcpCategory
Dev Tooling
Dev Tooling
Stars
★ 12.0k
★ 36
License
MIT
MIT
Install Command
uv add fastapi-mcp
git clone https://github.com/theYahia/WWmcp.git
cd WWmcp
pnpm install
pnpm build
Updated
11mo ago
3w ago
Open Source
Yes
Yes
Tags
FastAPI, MCP, Python
ai, ai-agents, anthropic
03
Features
fastapi_mcp01Authentication built in, using your existing FastAPI dependencies!
02FastAPI-native: Not just another OpenAPI -> MCP converter
03Zero/Minimal configuration required
04Preserving schemas of your request models and response models
05Flexible deployment - Mount your MCP server to the same app, or deploy separately
WWmcp01Covers non-Western regions: CIS, MENA, Africa, LATAM, Southeast Asia
02Unified scope and core library for all servers
03Production-grade defaults: 8+ tools per server, CI, MCP conformance
04Frictionless contribution with scaffolding CLI
05End-to-end workflows via multi-server orchestration
04
Use Cases
fastapi_mcp↳Integrating FastAPI services as tools for large language models (LLMs) that support MCP.
↳Enabling LLMs to interact with and utilize existing business logic and data exposed via FastAPI.
↳Quickly exposing authenticated FastAPI APIs as discoverable and usable tools within an MCP ecosystem.
WWmcp↳E-commerce: inventory, shipping, payment in one prompt
↳HR pipeline: vacancy search, resume management, ATS
↳Marketing: campaign management, analytics, reporting
05
Best For
fastapi_mcpMost PopularEssential
WWmcp—
FAQ
FAQ
What is the difference between fastapi_mcp and WWmcp?
Both fastapi_mcp and WWmcp are in the Dev Tooling category. fastapi_mcp has 12.0k stars, while WWmcp has 36 stars.
Which is better, fastapi_mcp or WWmcp?
The best choice depends on your use case. Choose fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP., and WWmcp if E-commerce: inventory, shipping, payment in one prompt.
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
Is WWmcp free or open source?
Yes, WWmcp is open source on GitHub (MIT).
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