brilliant-directories-mcp
★ 18
vs
fastapi_mcp
★ 12.0k
brilliant-directories-mcp vs fastapi_mcp
brilliant-directories-mcp: The official Brilliant Directories MCP Server enables AI agents to read and write data on your BD site via a single API key. It supports members, posts, leads, reviews, pages, forms, menus, email templates, tags, categories, and more. Setup takes under 5 minutes with either a hosted (easy) or local (advanced) configuration.; 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
brilliant-directories-mcpDev Tooling · ★ 18
List and manage site members and their data
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
brilliant-directories-mcpfastapi_mcpCategory
Dev Tooling
Dev Tooling
Stars
★ 18
★ 12.0k
License
MIT
MIT
Install Command
/plugin marketplace add brilliantdirectories/brilliant-directories-mcp
/plugin install brilliant-directories@brilliant-directories-mcp
uv add fastapi-mcp
Updated
6d ago
11mo ago
Open Source
Yes
Yes
Tags
ai-agents, anthropic, brilliant-directories
FastAPI, MCP, Python
03
Features
brilliant-directories-mcp01Manage members, posts, leads, reviews, categories, and more
02Create and update web pages, forms, menus, and email templates
03Automate content workflows with AI-driven tools
04Support for both hosted (easy) and local (advanced) setups
05Open-source, MIT licensed
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
brilliant-directories-mcp↳List and manage site members and their data
↳Create and edit content such as posts, pages, and email templates
↳Automate lead management and review moderation
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
brilliant-directories-mcp—
fastapi_mcpMost PopularEssential
FAQ
FAQ
What is the difference between brilliant-directories-mcp and fastapi_mcp?
Both brilliant-directories-mcp and fastapi_mcp are in the Dev Tooling category. brilliant-directories-mcp has 18 stars, while fastapi_mcp has 12.0k stars.
Which is better, brilliant-directories-mcp or fastapi_mcp?
The best choice depends on your use case. Choose brilliant-directories-mcp if List and manage site members and their data, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is brilliant-directories-mcp free or open source?
Yes, brilliant-directories-mcp 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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