AgentIndex icon
AgentIndex
agentmako logo
agentmako
★ 54
vs
fastapi_mcp logo
fastapi_mcp
★ 12.0k

agentmako vs fastapi_mcp

agentmako: agentmako is a local-first codebase intelligence engine for AI coding tools. It provides a typed MCP toolset for understanding a project before editing, indexing repos, building SQLite-backed facts, tracking diagnostics and review notes, and returning structured context packets. It aims to help agents answer questions like 'What files matter? What routes, symbols, tables, diagnostics, and prior findings are relevant?'; 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

agentmako logo
agentmakoDev Tooling · ★ 54

Codebase understanding before editing

Read agentmako full review →
fastapi_mcp logo
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).
Read fastapi_mcp full review →
02

Side-by-Side Comparison

Field
agentmako logoagentmako
fastapi_mcp logofastapi_mcp
Category
Dev Tooling
Dev Tooling
Stars
★ 54
★ 12.0k
License
Apache-2.0
MIT
Install Command
npm install -g agentmako
uv add fastapi-mcp
Updated
2mo ago
11mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-coding, claude-code, claude-code-plugin
FastAPI, MCP, Python
03

Features

agentmako logoagentmako
01MCP server for coding agents
02Local dashboard
03SQLite-backed facts and findings
04Code search and structure tools
05Ingestion of TypeScript, ESLint, Oxlint, Biome, and staged git diagnostics
fastapi_mcp logofastapi_mcp
01Authentication 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

agentmako logoagentmako
↳Codebase understanding before editing
↳Context-aware code review
↳Database schema inspection and review
fastapi_mcp logofastapi_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

agentmako logoagentmako
—
fastapi_mcp logofastapi_mcp
Most PopularEssential
FAQ

FAQ

What is the difference between agentmako and fastapi_mcp?
Both agentmako and fastapi_mcp are in the Dev Tooling category. agentmako has 54 stars, while fastapi_mcp has 12.0k stars.
Which is better, agentmako or fastapi_mcp?
The best choice depends on your use case. Choose agentmako if Codebase understanding before editing, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is agentmako free or open source?
Yes, agentmako 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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Alternatives to agentmako →Alternatives to fastapi_mcp →agentmako details →fastapi_mcp details →