Best Python MCP Servers
Python is a programming language that lets you work quickly and integrate systems more effectively.
Why this server?
Provides the runtime environment for the MCP server, requiring Python 3.12 or higher
AlicenseBqualityDmaintenanceThe Model Context Protocol (MCP) Server built on Qiniu Cloud products supports users in accessing Qiniu Cloud Storage, intelligent multimedia services, and more through this MCP Server within the context of AI large model clients.Last updated2236MITWhy this server?
Runs on Python 3.8+ with support for Python packages and libraries for implementing stock data analysis tools.
PythonMITWhy this server?
Provides access to Scout APM performance monitoring data for Python 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?
Enables execution of SQL queries against StarRocks databases using Python, supporting both read operations (SELECT queries) and write operations (DDL/DML commands).

StarRocks MCP Serverofficial
AlicenseAqualityBmaintenanceActs as a bridge between AI assistants and StarRocks databases, allowing for direct SQL execution and database exploration without requiring complex setup or configuration.Last updated8173Apache 2.0Why this server?
Supports building Python LLM applications with vector database memory capabilities powered by Chroma, enabling embedding-based retrieval for context augmentation.

Chroma MCP Serverofficial
AlicenseAqualityDmaintenanceA server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.Last updated13562Apache 2.0Why this server?
Uses the RSpace Python client to expose RSpace API endpoints to LLM agents, enabling programmatic interaction with RSpace resources.

RSpace MCP Serverofficial
AlicenseBqualityCmaintenanceA proof-of-concept server that enables LLM agents to interact with RSpace API endpoints using the Model Context Protocol, allowing AI assistants to access and manipulate research data in RSpace.Last updated504AGPL 3.0Why this server?
Analyzes Python codebases to extract packages, modules, classes, functions, and web framework routes for structural understanding and navigation.
AlicenseAqualityAmaintenanceStructural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.Last updated12136MITWhy this server?
Provides weather information through the Open-Meteo API, allowing users to get current weather conditions for specified cities.
AlicenseAqualityDmaintenanceA Model Context Protocol server that retrieves current weather information for specified cities using the Open-Meteo API, requiring no API key.Last updated14850Apache 2.0Why this server?
Provides Python-based functionality for rule creation, data querying, and alert management through PyPI package distribution.
PythonApache 2.0