A
licenseA
qualityC
maintenanceA universal MCP server that exposes all UTCP-registered tools to MCP clients while providing a web interface for tool management.
Last updated
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MIT
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?
Powers the web interface and API endpoints to manage providers and tools through a user-friendly UI
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
AlicenseAqualityCmaintenanceBackend 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 updated8290Apache 2.0Why this server?
Provides access to Scout APM performance monitoring data for FastAPI applications, including traces, errors, endpoint metrics, and performance insights
Scout Monitoring MCPofficial
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?
Analyzes Python FastAPI applications to extract routes, dependencies, and API endpoints for structural understanding and flow tracing.
AlicenseAqualityCmaintenanceStructural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.Last updated115MITWhy this server?
Supports Python FastAPI framework export format for architecture designs, generating project scaffolds in Python.
Why 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 updated23MITWhy this server?
Used for implementing test endpoints and API functionality for the MCP server, enabling proper API interaction with Databricks services.
AlicenseBqualityCmaintenanceA server that implements the Model Completion Protocol (MCP) to allow LLMs to interact with Databricks resources including clusters, jobs, notebooks, and SQL execution through natural language.Last updated1146MITWhy this server?
Serves as the API framework for the MCP server, providing documentation at /docs endpoint and RESTful endpoints for tool invocation.
AlicenseAqualityCmaintenanceAn MCP server that enables AI agents to interact with Modal, allowing them to deploy apps and run functions in a serverless cloud environment.Last updated73MITWhy this server?
Facilitates the discovery and indexing of FastAPI library documentation for fast hybrid search.
AlicenseBqualityAmaintenanceWeb search (embedded SearXNG), content extraction, and library docs indexing with hybrid search. No API keys required.Last updated58