OverleafMCP
★ 327
vs
fastapi_mcp
★ 12.0k
OverleafMCP vs fastapi_mcp
OverleafMCP: Overleaf MCP Server is an MCP server that provides access to Overleaf projects via Git integration. It allows Claude and other MCP clients to read LaTeX files, analyze document structure, extract content, and write files to and from Overleaf projects. The server supports multiple projects and various configuration methods.; 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
OverleafMCPDev Tooling · ★ 327
Read LaTeX files like main.tex from an Overleaf project
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
OverleafMCPfastapi_mcpCategory
Dev Tooling
Dev Tooling
Stars
★ 327
★ 12.0k
License
MIT
MIT
Install Command
git clone https://github.com/mjyoo2/OverleafMCP.git
cd OverleafMCP
npm install
uv add fastapi-mcp
Updated
5mo ago
11mo ago
Open Source
Yes
Yes
Tags
ai-tools, chatgpt, claude
FastAPI, MCP, Python
03
Features
OverleafMCP01File management: list, read, and write files from and to Overleaf projects
02Document structure: parse LaTeX sections and subsections
03Content extraction: extract specific sections by title
04Project summary: get overview of project status and structure
05Multi-project support: manage multiple Overleaf projects
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
OverleafMCP↳Read LaTeX files like main.tex from an Overleaf project
↳Extract specific sections (e.g., Introduction) from a LaTeX file
↳Write new content or modify sections in an Overleaf project
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
OverleafMCP—
fastapi_mcpMost PopularEssential
FAQ
FAQ
What is the difference between OverleafMCP and fastapi_mcp?
Both OverleafMCP and fastapi_mcp are in the Dev Tooling category. OverleafMCP has 327 stars, while fastapi_mcp has 12.0k stars.
Which is better, OverleafMCP or fastapi_mcp?
The best choice depends on your use case. Choose OverleafMCP if Read LaTeX files like main.tex from an Overleaf project, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is OverleafMCP free or open source?
Yes, OverleafMCP 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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