Best Python MCP Servers
Python is a programming language that lets you work quickly and integrate systems more effectively.
Why this server?
Provides Python-based functionality for rule creation, data querying, and alert management through PyPI package distribution.
PythonApache 2.0Why this server?
Analyzes Python codebases by extracting AST outlines, symbols, classes, methods, import dependency graphs, and docstring coverage.
AlicenseAqualityBmaintenanceThis MCP server enables AI models to analyze local Python codebases using abstract syntax trees, providing tools for file structure analysis, symbol search, import graphing, docstring auditing, and refactoring prompts without loading entire source files into context.45MITWhy this server?
An official Python SDK (`pip install vaemail`) exposing the same surface as the MCP server: send, validate, get message, list messages, domain creation/verification, DNS records, deliverability diagnosis, suppressions, usage and audit logs.
Why this server?
Provides the runtime environment for the MCP server implementation, requiring Python 3.10+ for operation

alpaca-mcp-serverofficial
AlicenseAqualityBmaintenanceAlpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs618,755 PyPI957MITWhy 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.1330MITWhy this server?
Requires Python 3.12 or higher for running the server
AlicenseBqualityDmaintenanceAn MCP server that provides real-time weather information including temperature, humidity, wind speed, and sunrise/sunset times through the OpenWeatherMap API.1615MITWhy this server?
Enables running the MCP server locally using Python 3 with virtual environment support
AlicenseAqualityFmaintenanceA universal MCP server that exposes all UTCP-registered tools to MCP clients while providing a web interface for tool management.712 npm203MITWhy this server?
Provides AST-aware code intelligence for Python codebases, including semantic search, dependency graphs, and refactoring analysis.
AlicenseAqualityBmaintenanceStandard coding agents waste 70% of context tokens re-reading raw files with shell grep. Synapse-MCP indexes your codebase into a sub-millisecond local AST graph—giving Claude Code, Cursor, and Windsurf exact caller trees, 60% lower token spend, and zero-hallucination refactoring.2141MITWhy this server?
Allows cleaning of Python pip cache.

cacheout-mcpofficial
AlicenseAqualityCmaintenanceMCP server for macOS disk cache management. Enables AI agents to free disk space on demand by scanning and clearing developer caches.131Sustainable Use v1.0