AgentIndex icon
AgentIndex
skillhub logo
skillhub
★ 5.3k
vs
fastapi_mcp logo
fastapi_mcp
★ 12.0k

skillhub vs fastapi_mcp

skillhub: SkillHub is iFlytek's self-hosted registry for agent skill packages, giving organizations a private place to publish, version, search and review skills behind their firewall. It has team namespaces with roles, audit-logged review, scoped API tokens, S3/MinIO storage and a CLI that installs skills into agents such as Codex.; 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

skillhub logo
skillhubDev Tooling · ★ 5.3k

Sharing internal agent skills across teams without publishing them publicly

Read skillhub 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
skillhub logoskillhub
fastapi_mcp logofastapi_mcp
Category
Dev Tooling
Dev Tooling
Stars
★ 5.3k
★ 12.0k
License
Apache-2.0
MIT
Install Command
npm install -g @astron-team/skillhub
uv add fastapi-mcp
Updated
1d ago
11mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-skills, skill-registry, self-hosted
FastAPI, MCP, Python
03

Features

skillhub logoskillhub
01Publish skill packages with semantic versions, custom tags and automatic latest tracking
02Full-text search filtered by namespace, downloads, ratings and recency, respecting visibility rules
03Team namespaces with Owner/Admin/Member roles and audit-logged review and promotion
04skillhub CLI to search and install skills into agents, plus a REST API and ClawHub-compatible layer
05Pluggable storage: local filesystem for development, S3 or MinIO in production
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

skillhub logoskillhub
↳Sharing internal agent skills across teams without publishing them publicly
↳Reviewing and governing which skills agents in a company may install
↳Running an on-premise skill marketplace behind a firewall
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

skillhub logoskillhub
EssentialTrending
fastapi_mcp logofastapi_mcp
Most PopularEssential
FAQ

FAQ

What is the difference between skillhub and fastapi_mcp?
Both skillhub and fastapi_mcp are in the Dev Tooling category. skillhub has 5.3k stars, while fastapi_mcp has 12.0k stars.
Which is better, skillhub or fastapi_mcp?
The best choice depends on your use case. Choose skillhub if Sharing internal agent skills across teams without publishing them publicly, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is skillhub free or open source?
Yes, skillhub 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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Related

Alternatives to skillhub →Alternatives to fastapi_mcp →skillhub details →fastapi_mcp details →