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.
Why this server?
Provides access to Scout APM performance monitoring data for FastAPI applications, including traces, errors, endpoint metrics, and performance insights
AlicenseAqualityCmaintenanceEnables 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 updated1328MITWhy this server?
Powers the web interface and API endpoints to manage providers and tools through a user-friendly UI
AlicenseAqualityCmaintenanceA universal MCP server that exposes all UTCP-registered tools to MCP clients while providing a web interface for tool management.Last updated727198MITWhy this server?
Provides HTTP API wrapper for property data services with endpoints for comparable sales, rental analysis, Rightmove searches, stamp duty calculations, and property reports.
AlicenseAqualityCmaintenanceUK property data MCP server — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House. 13 tools.Last updated12136MITWhy this server?
Provides tools to interact with a FastAPI-based video enhancement service, allowing users to create and manage video enhancement tasks, upload videos, and retrieve results.

@avclabs.ai/enhance-mcpofficial
AlicenseAqualityDmaintenanceEnables video enhancement through MCP tools for creating tasks, querying status, and synchronous enhancement, supporting URL or local file inputs.Last updated342Apache 2.0Why 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
AlicenseAqualityDmaintenanceBackend 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 updated8293Apache 2.0Why this server?
Provides a REST API transport layer for the Flappy simulator, exposing trajectory simulation capabilities through HTTP endpoints with auto-generated documentation.
AlicenseBqualityCmaintenanceEnables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.Last updated1MITWhy this server?
Uses FastAPI to provide a web management interface for configuration management, real-time log streaming, and tool debugging capabilities.
Why this server?
Converts FastAPI endpoints to Postman collections, enabling automatic synchronization of API definitions with Postman for documentation and testing.
AlicenseAqualityCmaintenanceConverts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.Last updated28MITWhy this server?
Uses FastAPI to build the SSE (Server-Sent Events) server implementation, providing a web-based interface for the MCP weather service.
AlicenseBqualityCmaintenanceA 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 updated24MIT