Collection · updated 11 Aug 2026

Python MCP servers, ranked by security grade

We graded 148 MCP servers written in Python. 28% of them have had no commit in six months — the ecosystem average is 28%.

30 servers, ranked by grade then popularity

A+ 1. stickerdaniel/linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies 100/100 · 3,076★ · -1d since commit · 0 findings A+ 2. blazickjp/arxiv-mcp-server A Model Context Protocol server for searching and analyzing arXiv papers 100/100 · 3,037★ · 11d since commit · 0 findings A+ 3. snyk/agent-scan Security scanner for AI agents, MCP servers and agent skills. 100/100 · 2,897★ · -1d since commit · 0 findings A+ 4. sparfenyuk/mcp-proxy A bridge between Streamable HTTP and stdio MCP transports 100/100 · 2,703★ · 20d since commit · 0 findings A+ 5. openags/paper-search-mcp MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRx 100/100 · 2,397★ · 38d since commit · 0 findings A+ 6. samuelgursky/davinci-resolve-mcp MCP server integration for DaVinci Resolve Studio 100/100 · 2,066★ · -1d since commit · 0 findings A+ 7. MiniMax-AI/MiniMax-MCP Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, im 100/100 · 1,557★ · 80d since commit · 0 findings A+ 8. qdrant/mcp-server-qdrant An official Qdrant Model Context Protocol (MCP) server implementation 100/100 · 1,495★ · -1d since commit · 0 findings A+ 9. robotmcp/ros-mcp-server Connect AI models like Claude & GPT with robots using MCP and ROS. 100/100 · 1,384★ · -1d since commit · 0 findings A+ 10. AminForou/mcp-gsc Google Search Console Insights with Claude AI for SEOs 100/100 · 1,342★ · 11d since commit · 0 findings A+ 11. zinja-coder/jadx-mcp-server MCP server for JADX-AI Plugin 100/100 · 742★ · 3d since commit · 0 findings A+ 12. ckreiling/mcp-server-docker MCP server for Docker 100/100 · 736★ · 2d since commit · 0 findings A+ 13. zinja-coder/apktool-mcp-server A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) 100/100 · 625★ · 38d since commit · 0 findings A+ 14. InditexTech/mcp-teams-server An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities 100/100 · 390★ · -1d since commit · 0 findings A+ 15. ivnvxd/mcp-server-odoo Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems thro 100/100 · 364★ · 0d since commit · 0 findings A+ 16. mvilanova/intervals-mcp-server Model Context Protocol (MCP) server for connecting Claude and ChatGPT with the Intervals.icu API. 100/100 · 332★ · 7d since commit · 0 findings A+ 17. cbcoutinho/nextcloud-mcp-server Nextcloud MCP Server 100/100 · 324★ · 0d since commit · 0 findings A+ 18. apache/doris-mcp-server Apache Doris MCP Server 100/100 · 323★ · 4d since commit · 0 findings A+ 19. robcerda/monarch-mcp-server MCP Server for use with Monarch Money 100/100 · 308★ · 43d since commit · 0 findings A+ 20. loonghao/photoshop-python-api-mcp-server A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execu 100/100 · 291★ · 12d since commit · 0 findings A+ 21. rhel-lightspeed/linux-mcp-server Tools to allow LLM clients to interact with Linux systems remotely 100/100 · 281★ · -1d since commit · 0 findings A+ 22. the-momentum/apple-health-mcp-server MCP server for querying Apple Health data with natural language using DuckDB under the hood. 100/100 · 249★ · 31d since commit · 0 findings A+ 23. meilisearch/meilisearch-mcp A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. 100/100 · 194★ · 11d since commit · 0 findings A+ 24. smn2gnt/MCP-Salesforce MCP Salesforce connector 100/100 · 179★ · 11d since commit · 0 findings A+ 25. wso2/fhir-mcp-server FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server. 100/100 · 129★ · 26d since commit · 0 findings A+ 26. mrexodia/zeromcp Zero-dependency MCP server implementation. 100/100 · 87★ · -1d since commit · 0 findings A+ 27. AnalyticAce/binance-mcp-server Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support dev 100/100 · 47★ · 21d since commit · 0 findings A+ 28. brianirish/laravel-mcp-companion A Laravel developer's MCP companion. Get the absolute best advice, recommendations, and up-to-date documentati 100/100 · 37★ · -1d since commit · 0 findings A+ 29. verygoodplugins/streamdeck-mcp MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions 100/100 · 32★ · 2d since commit · 0 findings A+ 30. Commvault/commvault-mcp-server A Model Context Protocol (MCP) server for interacting with Commvault software. 100/100 · 17★ · 51d since commit · 0 findings

Grades come from static analysis of public source; no live endpoint was probed. A clean grade means our checks found nothing, which is weaker than "safe". Full method.