fastapi_mcp
★ 12.0k
vs
markplane
★ 191
fastapi_mcp vs markplane
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.; markplane: Markplane stores every task, epic, and plan as a markdown file inside your repo, version-controlled with git, and automatically compressed into token-efficient summaries for AI assistants. It eliminates the need for external SaaS tools, keeping project context within the codebase.
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).
markplaneDev Tooling · ★ 191
AI-assisted project management
02
Side-by-Side Comparison
Field
fastapi_mcpmarkplaneCategory
Dev Tooling
Dev Tooling
Stars
★ 12.0k
★ 191
License
MIT
Apache-2.0
Install Command
uv add fastapi-mcp
curl -fsSL https://raw.githubusercontent.com/zerowand01/markplane/master/install.sh | sh
Updated
11mo ago
1d ago
Open Source
Yes
Yes
Tags
FastAPI, MCP, Python
ai, ai-native, claude-code
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
markplane01Markdown + YAML frontmatter
02AI-optimized context layer
03Web UI
04MCP server
05Cross-references
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.
markplane↳AI-assisted project management
↳Structured memory for autonomous AI agents
↳Version-controlled project planning
05
Best For
fastapi_mcpMost PopularEssential
markplane—
FAQ
FAQ
What is the difference between fastapi_mcp and markplane?
Both fastapi_mcp and markplane are in the Dev Tooling category. fastapi_mcp has 12.0k stars, while markplane has 191 stars.
Which is better, fastapi_mcp or markplane?
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 markplane if AI-assisted project management.
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
Is markplane free or open source?
Yes, markplane is open source on GitHub (Apache-2.0).
Cloud Infrastructure
AdDeploy on DigitalOcean
Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.
→