adbfriend
★ 76
vs
fastapi_mcp
★ 12.0k
adbfriend vs fastapi_mcp
adbfriend: ADB Friend is a CLI tool for managing Android devices via ADB. It offers features like syncing files, configuring devices for testing, uninstalling apps by pattern, and more. It also includes an MCP server for integration with AI tools.; 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
adbfriendDev Tooling · ★ 76
Managing Android devices for development and testing
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
adbfriendfastapi_mcpCategory
Dev Tooling
Dev Tooling
Stars
★ 76
★ 12.0k
License
Apache-2.0
MIT
Install Command
brew tap mikepenz/tap && brew install mikepenz/tap/adbfriend
uv add fastapi-mcp
Updated
4d ago
11mo ago
Open Source
Yes
Yes
Tags
adb, ai, android
FastAPI, MCP, Python
03
Features
adbfriend01Sync files from computer to phone, skipping existing files
02Configure device for tests (disable animations, enable touches)
03Uninstall apps by pattern
04Packages command (immersive flag, force-stop, clear data)
05Extra tools including adb-speed and MCP server
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
adbfriend↳Managing Android devices for development and testing
↳Automating ADB tasks via AI assistants (MCP)
↳Uninstalling and managing apps efficiently
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
adbfriend—
fastapi_mcpMost PopularEssential
FAQ
FAQ
What is the difference between adbfriend and fastapi_mcp?
Both adbfriend and fastapi_mcp are in the Dev Tooling category. adbfriend has 76 stars, while fastapi_mcp has 12.0k stars.
Which is better, adbfriend or fastapi_mcp?
The best choice depends on your use case. Choose adbfriend if Managing Android devices for development and testing, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is adbfriend free or open source?
Yes, adbfriend is open source on GitHub (Apache-2.0).
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
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