Best FastAPI MCP Servers

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints.

View all FastAPI MCP Servers

Why this server?
Implemented using FastAPI to provide both SSE and HTTP streaming endpoints for clients to interact with the MCP protocol, supporting tool calls and prompt interactions.
Doris MCP Serverofficial
Databases Developer Tools Code Execution
apache
A
security
A
license
A
quality
Backend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.
Last updated 2026-03-13
8
281
Apache 2.0
Why this server?
Provides access to Scout APM performance monitoring data for FastAPI applications, including traces, errors, endpoint metrics, and performance insights
Scout Monitoring MCPofficial
Monitoring Observability Developer Tools
scoutapp
A
security
A
license
A
quality
Enables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.
Last updated 2026-04-07
9
28
MIT
Why this server?
Provides a REST API wrapper for the pterasim aerodynamics solver, enabling HTTP-based access to UVLM and surrogate aerodynamic simulations.
Pterasim MCP Server
Aerospace & Astrodynamics Research & Data Biology & Medicine
Three-Little-Birds
A
security
A
license
B
quality
Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight models. Provides lift, drag, and thrust calculations through the pterasim module with analytical fallbacks when the native module is unavailable.
Last updated 2025-11-13
1
MIT
Why this server?
Provides an HTTP transport option for testing the MCP server, with API documentation available at /docs endpoint
Alfresco MCP Server
Content Management Systems Version Control Remote
stevereiner
A
security
A
license
B
quality
Python-based server that provides AI-native access to Alfresco content management operations through the Model Context Protocol, enabling search, document lifecycle management, version control, and other content operations.
Last updated 2025-08-03
15
14
Apache 2.0
Why this server?
Uses FastAPI to provide a web management interface for configuration management, real-time log streaming, and tool debugging capabilities.
Acemcp
Code Analysis Search Developer Tools
qy527145
A
security
A
license
A
quality
Enables semantic code search across codebases with automatic incremental indexing. Searches return relevant code snippets with file paths and line numbers based on natural language queries.
Last updated 2025-12-18
1
802
Apache 2.0
Why this server?
Built on FastAPI to provide high-performance web analysis endpoints and API documentation
MCP WebAnalyzer
RAG Systems Web Scraping Search
kimdonghwi94
A
security
A
license
A
quality
An enterprise-grade Model Context Protocol server for high-performance web analysis that discovers subpages, provides AI-based page summaries, and extracts structured content for RAG using FastMCP and FastAPI.
Last updated 2025-09-03
2
3
MIT
Why this server?
Provides project structure guidance and best practices for building FastAPI applications.
Pioter MCP Server
Developer Tools Documentation Access Software Architecture
pwesolowski
A
security
A
license
B
quality
A Best Practices Oracle that provides dynamic advice, checklists, and architectural patterns for various software technologies. Helps developers with refactoring, testing guidelines, security checklists, and deployment principles through technology-aware recommendations.
Last updated 2025-11-27
2
MIT
Why this server?
Uses FastAPI to build the SSE (Server-Sent Events) server implementation, providing a web-based interface for the MCP weather service.
MCP Weather Sample
Weather Services RAG Systems Hybrid
sun873087
A
security
A
license
B
quality
A demonstration project for Model Context Protocol (MCP) that integrates weather services with multiple AI models (Claude, GPT, Gemini), enabling natural language queries for weather alerts and forecasts.
Last updated 2025-07-30
2
3
MIT
Why this server?
Uses FastAPI as the web framework for building the API, providing automatic API documentation generation, schema validation, and type safety for the MLB data endpoints.
mlb-api-mcp
Sports Search Hybrid
guillochon
A
security
A
license
B
quality
Python MCP server that provides comprehensive access to MLB statistics and baseball data through a FastAPI-based interface. Acts as a bridge between AI applications and MLB data sources, enabling seamless integration of baseball statistics, game information, player data, and more.
Last updated 2025-07-29
24
43
MIT

Doris MCP Serverofficial

Scout Monitoring MCPofficial

Pterasim MCP Server

Alfresco MCP Server

Acemcp

MCP WebAnalyzer

Pioter MCP Server

MCP Weather Sample

mlb-api-mcp