Best Python MCP Servers

Python is a programming language that lets you work quickly and integrate systems more effectively.

View all Python MCP Servers

Why this server?
Uses Python dependencies through 'uv' for file conversion capabilities
Markdownify MCP Server
File Systems App Automation Content Management Systems
zcaceres
A
license
A
quality
B
maintenance
Converts various file types and web content to Markdown format. It provides a set of tools to transform PDFs, images, audio files, web pages, and more into easily readable and shareable Markdown text.
Last updated 2026-06-22
4
10
278
2,756
MIT
Why this server?
Analyzes Python codebases to generate repository maps that highlight important files, code definitions, and their relationships
RepoMap
Code Analysis Developer Tools
pdavis68
A
license
A
quality
F
maintenance
A powerful tool designed to help, primarily LLMs, understand and navigate complex codebases. It functions both as a command-line application for on-demand analysis and as an MCP (Model Context Protocol) server, providing continuous repository mapping capabilities to other applications. By generating
Last updated 2025-12-08
2
2
181
MIT
Why this server?
Allows Python applications to directly consume governed content as plain JSON or Markdown.
Contentrain MCPofficial
Developer Tools Content Management Systems App Automation
Contentrain
A
license
A
quality
A
maintenance
Local-first MCP server for AI content governance. 13 tools for model/content management, validation, normalization, and i18n across any framework.
Last updated 2026-06-24
19
3
MIT
Why this server?
Supports Python 3.10 for the implementation of the server that integrates with ScapeGraph AI
ScrapeGraph MCP Serverofficial
Web Scraping RAG Systems Browser Automation
ScrapeGraphAI
A
license
A
quality
B
maintenance
A production-ready Model Context Protocol server that enables language models to leverage AI-powered web scraping capabilities, offering tools for transforming webpages to markdown, extracting structured data, and executing AI-powered web searches.
Last updated 2026-06-24
8
85
MIT
Why this server?
Provides a Python client interface for interacting with the MCP server and executing Semgrep scans programmatically.
Semgrep MCP Serverofficial
Code Analysis Security Autonomous Agents
semgrep
A
license
B
quality
F
maintenance
An MCP server that provides a comprehensive interface to Semgrep, enabling users to scan code for security vulnerabilities, create custom rules, and analyze scan results through the Model Context Protocol.
Last updated 2025-10-28
6
672
MIT
Why this server?
Built as a Python package that can be installed and run as an MCP server module
Hong Kong Open Data MCP Serverofficial
Open Data Government Data
mcp-open-data-hk
A
license
A
quality
C
maintenance
Enables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.
Last updated 2025-08-14
8
5
MIT
Why this server?
Enables running the MCP server locally using Python 3 with virtual environment support
UTCP-MCP Bridgeofficial
Developer Tools App Automation
universal-tool-calling-protocol
A
license
A
quality
D
maintenance
A universal MCP server that exposes all UTCP-registered tools to MCP clients while providing a web interface for tool management.
Last updated 2026-05-03
7
11
199
MIT
Why this server?
Analyzes Python codebases to extract packages, modules, classes, functions, and web framework routes for structural understanding and navigation.
mcp-repo-graph
Developer Tools Knowledge & Memory RAG Systems
James-Chahwan
A
license
A
quality
A
maintenance
Structural graph map of any codebase. Scans entities, relationships, and feature flows across 13 languages so LLMs navigate by structure instead of reading everything.
Last updated 2026-06-10
16
13
6
MIT
Why this server?
Provides a Python API wrapper for programmatic access to torrent search functionality
Torrent Search MCP Server
App Automation Code Execution Web Scraping
philogicae
A
license
B
quality
B
maintenance
A Python MCP server that allows programmatic interaction to find torrents programmatically on ThePirateBay, Nyaa and YggTorrent.
Last updated 2026-04-30
4
3
23
Python
MIT

Markdownify MCP Server

RepoMap

Contentrain MCPofficial

ScrapeGraph MCP Serverofficial

Semgrep MCP Serverofficial

Hong Kong Open Data MCP Serverofficial

UTCP-MCP Bridgeofficial

mcp-repo-graph

Torrent Search MCP Server