maf-doctor
★ 14
vs
fastapi_mcp
★ 12.0k
maf-doctor vs fastapi_mcp
maf-doctor: MAF Doctor is a comprehensive .NET global tool designed to diagnose, explain, and fix issues within Microsoft Agent Framework (MAF) applications. It offers a powerful CLI, an MCP server for AI assistants like Copilot, and Roslyn analyzers, enabling both automated fixes and cross-framework migrations from Semantic Kernel to MAF.; 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.
01
TL;DR
maf-doctorDev Tooling · ★ 14
Diagnosing and identifying silent runtime failures in MAF agent workflows that pass compilation.
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).
02
Side-by-Side Comparison
Field
maf-doctorfastapi_mcpCategory
Dev Tooling
Dev Tooling
Stars
★ 14
★ 12.0k
License
MIT
MIT
Install Command
dotnet tool install --global maf-doctor && cd your-maf-project && maf-doctor init
uv add fastapi-mcp
Updated
4d ago
11mo ago
Open Source
Yes
Yes
Tags
Microsoft Agent Framework, .NET Global Tool, Code Analysis
FastAPI, MCP, Python
03
Features
maf-doctor01Catches bugs that compile clean, such as silent fan-out/fan-in failures in workflows.
02Provides compiler-ground truth for CS0618 obsolete-API warnings, mapping them to canonical fixes.
03Offers cross-framework migration assistance from Semantic Kernel to MAF, including scanning and guided porting.
04Supports a fully agentic loop for auditing, planning, and executing fixes with AI assistants.
05Self-updating knowledge base ensures it always has the latest MAF migration and compatibility information.
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
04
Use Cases
maf-doctor↳Diagnosing and identifying silent runtime failures in MAF agent workflows that pass compilation.
↳Migrating existing Semantic Kernel applications to the Microsoft Agent Framework.
↳Auditing MAF codebases against current best practices and fixing anti-patterns.
↳Automating the resolution of CS0618 obsolete-API warnings with deterministic fixes.
↳Scaffolding new MAF agents and workflows with built-in best practices.
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.
05
Best For
maf-doctor—
fastapi_mcpMost PopularEssential
FAQ
FAQ
What is the difference between maf-doctor and fastapi_mcp?
Both maf-doctor and fastapi_mcp are in the Dev Tooling category. maf-doctor has 14 stars, while fastapi_mcp has 12.0k stars.
Which is better, maf-doctor or fastapi_mcp?
The best choice depends on your use case. Choose maf-doctor if Diagnosing and identifying silent runtime failures in MAF agent workflows that pass compilation., and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is maf-doctor free or open source?
Yes, maf-doctor is open source on GitHub (MIT).
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
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