ckan-mcp-server

★ 59

fastapi_mcp

★ 12.0k

ckan-mcp-server vs fastapi_mcp

Q: Which is better, ckan-mcp-server or fastapi_mcp?

By GitHub stars, fastapi_mcp has more community adoption, but the best choice depends on your specific use case.

ckan-mcp-server: CKAN MCP Server turns any CKAN open data portal into a conversational AI assistant. It connects to the CKAN API and allows searching datasets, exploring organizations, querying tabular data, and reading metadata via natural language. The server can be installed locally or used via a hosted endpoint, and it works with many MCP-compatible clients like ChatGPT, Claude, and VS Code.; 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.

TL;DR

ckan-mcp-serverDev Tooling · ★ 59

Journalists looking for data to verify a story

Read ckan-mcp-server full review →

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 →

Side-by-Side Comparison

Field

ckan-mcp-server

fastapi_mcp

Features

ckan-mcp-server

01Natural language interaction with any CKAN open data portal

02Search datasets, explore organizations, query tabular data, and read metadata

03Supports multiple MCP clients including ChatGPT, Claude, VS Code, and more

04Local installation and hosted endpoint options

05Rich toolset: dataset search, discovery, analysis, SPARQL queries, and portal discovery

fastapi_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

Use Cases

ckan-mcp-server

↳Journalists looking for data to verify a story

↳Researchers exploring public datasets

↳Public servants checking what data their administration publishes

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.

Best For

ckan-mcp-server

—

fastapi_mcp

Most PopularEssential

FAQ

What is the difference between ckan-mcp-server and fastapi_mcp?

Both ckan-mcp-server and fastapi_mcp are in the Dev Tooling category. ckan-mcp-server has 59 stars, while fastapi_mcp has 12.0k stars.

Which is better, ckan-mcp-server or fastapi_mcp?

The best choice depends on your use case. Choose ckan-mcp-server if Journalists looking for data to verify a story, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..

Is ckan-mcp-server free or open source?

Yes, ckan-mcp-server is open source on GitHub (MIT).

Is fastapi_mcp free or open source?

Yes, fastapi_mcp is open source on GitHub (MIT).

Cloud Infrastructure

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Alternatives to ckan-mcp-server →Alternatives to fastapi_mcp →ckan-mcp-server details →fastapi_mcp details →

TL;DR

Side-by-Side Comparison

Features

Use Cases

Best For

FAQ

Deploy on DigitalOcean

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