ide99
★ 15
vs
fastapi_mcp
★ 12.0k
ide99 vs fastapi_mcp
ide99: ide99 is a fast, local-first, native desktop IDE specifically designed for PostgreSQL. It offers essential tools for Postgres developers, including EXPLAIN plan visualization, JSONB editing, and AI agent integration, all within a lightweight 28 MB application.; 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
ide99Dev Tooling · ★ 15
Optimizing slow queries
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
ide99fastapi_mcpCategory
Dev Tooling
Dev Tooling
Stars
★ 15
★ 12.0k
License
Apache-2.0
MIT
Install Command
git clone https://github.com/exzvor/ide99.git && cd ide99 && npm install && npm run tauri build
uv add fastapi-mcp
Updated
4mo ago
11mo ago
Open Source
Yes
Yes
Tags
PostgreSQL, Database IDE, Desktop Application
FastAPI, MCP, Python
03
Features
ide9901EXPLAIN plan tree + diff
02JSONB tree editor
03Blocking chain DAG
04MCP server for AI agents
05Extension packs (pgvector, PostGIS, TimescaleDB)
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
ide99↳Optimizing slow queries
↳Managing JSONB data
↳Managing database migrations
↳Developing with pgvector for AI applications
↳Enabling AI agents to interact with databases
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
ide99—
fastapi_mcpMost PopularEssential
FAQ
FAQ
What is the difference between ide99 and fastapi_mcp?
Both ide99 and fastapi_mcp are in the Dev Tooling category. ide99 has 15 stars, while fastapi_mcp has 12.0k stars.
Which is better, ide99 or fastapi_mcp?
The best choice depends on your use case. Choose ide99 if Optimizing slow queries, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is ide99 free or open source?
Yes, ide99 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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