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 9 days ago
8
266
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 a day ago
9
27
MIT
Why this server?
Allows for zero-spec extraction to generate OpenAPI specifications directly from FastAPI source code.
delimitofficial
Developer Tools API Testing CI/CD & DevOps
delimit-ai
A
security
A
license
A
quality
One workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.
Last updated an hour ago
81
999
2
MIT
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 3 months ago
1
799
Apache 2.0
Why this server?
Provides a REST API interface for the control system evaluation service, allowing HTTP-based access to controller benchmarking and scoring functionality.
CtrlTest MCP Server
Testing & QA Tools App Automation Developer Tools
Three-Little-Birds
A
security
A
license
A
quality
Enables control system analysis and testing through PID controller evaluation against second-order plants. Provides regression testing utilities with step response analysis, gust rejection metrics, and settling time calculations for control engineering applications.
Last updated 4 months ago
1
MIT
Why this server?
Provides a REST API interface using FastAPI with endpoints for creating, retrieving, updating, and deleting error records
Tribal Knowledge Service
Knowledge & Memory Code Execution RAG Systems
agentience
A
security
A
license
A
quality
An MCP server implementation that helps Claude remember and learn from programming errors by storing, retrieving, and finding similar errors with full context.
Last updated 5 months ago
6
4
MIT
Why this server?
Serves as the API framework for the MCP server, providing documentation at /docs endpoint and RESTful endpoints for tool invocation.
Modal MCP Server
Cloud Platforms Agent Orchestration Code Execution
smehmood
A
security
A
license
A
quality
An MCP server that enables AI agents to interact with Modal, allowing them to deploy apps and run functions in a serverless cloud environment.
Last updated a year ago
7
3
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
A
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 8 months ago
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
A
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 8 months ago
24
39
MIT

Doris MCP Serverofficial

Scout Monitoring MCPofficial

delimitofficial

Acemcp

CtrlTest MCP Server

Tribal Knowledge Service

Modal MCP Server

MCP Weather Sample

mlb-api-mcp