AgentIndex icon
AgentIndex
fred-mcp-server logo
fred-mcp-server
★ 127
vs
fastapi_mcp logo
fastapi_mcp
★ 12.0k

fred-mcp-server vs fastapi_mcp

fred-mcp-server: The FRED MCP Server provides universal access to over 800,000 Federal Reserve Economic Data (FRED) time series through three powerful tools: fred_browse, fred_search, and fred_get_series. It supports browsing categories, searching keywords, and retrieving series data with transformations and date ranges. The server can be installed via Smithery, manual setup, or Docker, and requires a FRED API key.; 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

fred-mcp-server logo
fred-mcp-serverDev Tooling · ★ 127

Analyze economic trends and indicators

Read fred-mcp-server 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
fred-mcp-server logofred-mcp-server
fastapi_mcp logofastapi_mcp
Category
Dev Tooling
Dev Tooling
Stars
★ 127
★ 12.0k
License
AGPL-3.0
MIT
Install Command
npx -y @smithery/cli install @stefanoamorelli/fred-mcp-server --client claude
uv add fastapi-mcp
Updated
2mo ago
11mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
data, data-analysis-project, finance
FastAPI, MCP, Python
03

Features

fred-mcp-server logofred-mcp-server
01Provides three comprehensive tools: fred_browse, fred_search, fred_get_series
02Access to over 800,000 FRED economic data series
03Supports data transformations and date range filtering
04Multiple installation options: Smithery, manual, Docker
05Supports Streamable HTTP transport for network deployments
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

fred-mcp-server logofred-mcp-server
↳Analyze economic trends and indicators
↳Retrieve specific economic data like GDP, unemployment, inflation
↳Integrate economic data into analytical workflows or dashboards
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

fred-mcp-server logofred-mcp-server
—
fastapi_mcp logofastapi_mcp
Most PopularEssential
FAQ

FAQ

What is the difference between fred-mcp-server and fastapi_mcp?
Both fred-mcp-server and fastapi_mcp are in the Dev Tooling category. fred-mcp-server has 127 stars, while fastapi_mcp has 12.0k stars.
Which is better, fred-mcp-server or fastapi_mcp?
The best choice depends on your use case. Choose fred-mcp-server if Analyze economic trends and indicators, and fastapi_mcp if Integrating FastAPI services as tools for large language models (LLMs) that support MCP..
Is fred-mcp-server free or open source?
Yes, fred-mcp-server is open source on GitHub (AGPL-3.0).
Is fastapi_mcp free or open source?
Yes, fastapi_mcp is open source on GitHub (MIT).
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Related

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