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MCP servers tagged python
10K live MCP servers tagged "python", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with python.
Arxiv Research MCP
AI-powered server for searching, ranking, and analyzing arXiv academic papers. Features smart search, full-text extraction, caching, REST API, MCP protocol support, Streamlit das…
Todo Server
MCP server that gives an AI assistant a persistent to-do list. Python, Pydantic, tests and CI.
Fastapi MCP
Extensible multi-server MCP (Model Context Protocol) platform built on FastAPI, integrating Confluence, JIRA, and Slack.
Workshop
This is a MCP workshop repo for learning purposes
Server
Model Context Protocol (MCP) server implementation providing extensible tool integration and math utilities for LLMs.
Arxiv MCP Server
arxiv mcp research bridge
Plex MCP
🎬 MCP server for Plex Media Server - standardized JSON interface for automation, scripting and LLM integration.
Simple MCP Client
A simple Model Context Protocol (MCP) client
Test
Minimal MCP server built on Starlette and the MCP Python SDK using SSE transport, with a render.yaml for one-click deployment on Render.
Langsmith MCP Server
Model Context Protocol (MCP) server for LangSmith — inspect traces, runs, and datasets via agent tool calls.
Retirement Planning MCP
Docker-based MCP server for Claude Desktop that automates retirement planning — saving, investing & withdrawal strategies. 🏆 Excellence Award, KOSCOM AI Agent Challenge 2025
Examples
Plug-and-play server examples for the Model Context Protocol (MCP), built with FastMCP. Your launchpad for creating tools for Claude, Gemini, and other AI agents.
My First MCP Server
MCP server for HR leave management: Claude Desktop tool that queries a mock leave database and handles leave requests via the Model Context Protocol
Recall
Semantic Vector Memory for Coding Agents - Long-term memory system with vector embeddings for fuzzy retrieval
Rag
Serveur MCP exposant un RAG sur documents complexes via GroundX : recherche et récupération documentaire branchées sur un client MCP. Python, uv.
Surf MCP
MCP server for visual browser automation. Click, type, and navigate by describing what you see. Easily empower your agentic AI with session-based browsing with visual grounding wi…
Servers
17 Model Context Protocol servers in daily use — browser automation, DuckDB, document processing (PDF/DOCX/XLSX), ChromaDB, multi-provider AI. Python/FastMCP, 16k+ lines.
Server
Model Context Protocol (MCP) server implementation for connecting AI models with external tools and data sources.
Jira MCP Server
MCP server for Jira: natural-language search of issues, sprints and team velocity
Mcpo
Implementation of MCP (Model Context Protocol) tools with MCPO
Azure DevOps MCP Server
The Azure DevOps MCP Server provides dynamic tool calling for Azure DevOps services, enabling seamless agentic integration with Copilot Studio MCP tools. Built on FastMCP, it runs…
Python SDK
Official Python SDK for Datashift — human-in-the-loop review workflows for AI agents
SERVER
Model Context Protocol server built with Python for AI tool integrations
Agent Bridge
Bidirectional MCP integration for AI agent systems - Connect Codex CLI, Claude CLI, Gemini CLI with Agent Zero
Clickhouse MCP Server
MCP server that gives AI agents safe access to ClickHouse: schema exploration, queries and performance monitoring
.github
Website and central hub for the SBDK ecosystem - five open-source reference implementations demonstrating how to build local-first data and AI tools (data pipelines, ML inference,…
Workshop
Hands-on Python workshop for building MCP servers, clients, tools, resources, and prompts.
RAG MCP
Model Context Protocol server exposing RAG document retrieval to AI assistants — semantic search with source attribution, token auth and async I/O
Mcplangchain
Small demo of a LangGraph ReAct agent on Groq using two MCP servers: a math server over stdio and a weather stub over streamable HTTP, via langchain-mcp-adapters.
Exchange Rate MCP
A Model Context Protocol (MCP) server that provides currency conversion functionality using the ExchangeRate-API.
Mariadb MCP Server
MCP server for MariaDB with read-only mode, parameterised queries and connection pooling
Servers
Collection of MCP servers for industrial automation and other things
Server
Production-grade multi-agent AI system for data analysis — 3 MCP servers, 29 tools, LangGraph orchestration, React frontend, Langfuse observability, Docker Compose deployment
SimpleMCP
A simple, educational project demonstrating how to integrate with the Anthropic Model Context Protocol (MCP) using both STDIO and HTTP/SSE transports.
Simple MCP
A lightweight, modular MCP (Model Context Protocol) server for experimentation & extensibility — with tools for files, jobs, persistence, system, Telegram & YouTube.
French Tax MCP
💰 Calculate French individual income tax effortlessly with this MCP server, offering real-time tax information and supporting tools for AI assistants.
Agentic AI
Application agentique multimodale intégrant Spring AI, le protocole MCP, Node.js, Python et un LLM (OpenAI, Claude, LLaMA) pour permettre à une IA d'interagir dynamiquement avec d…
Mcpcli
Command-line tool for scaffolding Model Context Protocol (MCP) servers in different languages. Generates ready-to-use templates with optional Docker support and testing utilities.
Analytics Server
Analytics MCP server for Claude Desktop — track events, query metrics, generate reports
Multi Agent System
Production multi-agent system: LangGraph supervisor graph, MCP tool server, ChromaDB memory, SQLite observability, FastAPI — runs free on local Ollama.
Firewall
Scan and gate Model Context Protocol servers for tool poisoning, rug-pulls, and indirect prompt injection.
Claude Memory MCP
Persistent, per-project memory for Claude Code — a vector-search MCP server with semantic recall, rule enforcement, a React management UI, and Docker/Homebrew installs.
Skeleton
[Archived] MCP server skeleton for learning: raw JSON-RPC 2.0 over stdio with clear protocol/tool separation. No longer used or maintained
Mcps
MCP server monorepo (FastMCP, Docker) — scored 100/100 agent-readiness in an external Factory Droid evaluation
Binance MCP
MCP server connecting Claude to the Binance Spot REST API (prices, account, trading). Withdrawals disabled by default, testnet-first.
STRAVA MCP SERVER
MCP server for Strava API v3 — connect Claude (or any MCP client) to your fitness data. 30+ tools for activities, stats, segments, routes, clubs, streams, and more.
Server
MCP server — AI agents connect to learn about Zero and integrate payments
Conductor MCP
MCP server for Conductor — the thin layer that exposes the local automation platform as Claude tools. Full platform: jarmstrong158/Conductor.
Langchain MCP Integration
This sample project creates AI agent using langchain. The agent connects with mcp-file-metadata-server (MCP server) to expose tools to langchain.
Openapi MCP Bridge
A generic MCP server that takes any OpenAPI/Swagger specification and exposes it as MCP tools — enabling AI assistants to search, explore, and execute any REST API.