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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.
Contexte Python
Load AI datasets, prompts and few-shot contexts from Contexte Tech in one line of Python. No dependencies.
TradeAgent
Auto trading agent for live trading and execution for Robinhood.
Mpltweak
Interactive layout editor for matplotlib multi-panel figures — drag, align, snap, then write the numbers back into your Python code.
Agent Docparser
MCP server that extracts SDK documentation sites to markdown: probe pages, save parsing receipts, emit timestamped .md files via doc_parse tools
Html Video Workflow
Sourced HTML/CSS video pipeline with local TTS and FFmpeg / 本地视频流水线
Amplifier Smart Tool Visualizer
knowledge: one knowledge graph your agents remember with, and you can explore. An Amplifier Smart Tool: provenance, time, paths, contradictions, gaps, live view.
EnvarPay
Get your agents paid. Open-source MCP + x402 payment SDK and CLI for AI agents.
Toolahead
Speculative execution for AI coding agents — predicts upcoming Codex and Claude Code tool calls, safely pre-runs them, and replays validated results instantly. Pre-warms dev serve…
Knowify
Agentic RAG chatbot with hybrid retrieval (BM25 + dense), cross-encoder reranking, and a self-correcting retry loop. Long-term memory, MCP client/server support, and RAGAS-evaluat…
Uriel Tools
MCP tool server for the Uriel family assistant: document RAG, form filling and signing, schedules, gated by caller groups
Omnia Chronicle
Temporal evidence memory. Reconstruct historical context and trace decisions affected by corrections.
Celula Madre
Autonomous AI Stem Cell: A self-evolving agent framework with on-demand terminal differentiation, invariant testing, and Docker sandboxing
Joyczl Agent
Joy — a local-first personal assistant. Rust core (loop / memory / tools / graph / evals), TypeScript gateways + dashboard, Python thin SDK.
Apify Yandex Reverse Image Search API
Yandex Reverse Image Search API on Apify: a Python + MCP quick-start example. Search by image URL from Python (uv) or load it as an MCP tool in Claude Cowork, Claude Code, Claude.…
AutoYou Server
Self-hosted AI server and agent framework. Pair your phone, browser or desktop with your own computer peer to peer over WebRTC, and run models, agents and web apps on hardware you…
Grass MCP
Model Context Protocol (MCP) server for GRASS: geospatial raster, vector, and imagery processing
Tool Universal AI Config
Unified configuration management for AI agents across multiple providers
Tldl
TLDR for podcasts. MCP server that returns YouTube and Spotify podcast transcripts as markdown — using platform auto-captions, no LLM transcription.
Comms MCP
One portmanteau tool, all messaging channels behind adapters - Telegram ships first; Signal, WhatsApp, and Slack slot into the same comms_ops surface.
Tutorclaw
9-tool AI tutor MCP server: registration, chapters, PRIMM guidance, offline grading + Stripe upgrade
Ojs MCP
Serwer MCP dla uwierzytelnionego REST API Open Journal Systems (OJS 3.x)
Kubernetes Assistant With MCP
MCP server that lets an AI assistant diagnose a broken app on a local Kubernetes cluster, with server guardrails, least-privilege RBAC and an audit log.
Reflect MCP
Self-verifying multi-agent pipeline over MCP: Generator → second-model Critic → human-in-the-loop gate. Never a silent wrong answer.
Spatial Perception
Give your AI agent eyes on the physical world. MCP server for real-time DePIN edge-vision queries.
Wind Terminal MCP
让 AI agent 使用本机 Wind 终端 API：26 个 MCP 工具、可追溯数据回执、期货与期权研究示例。
Roots Review
Read-only MCP server for reviewing the verified Bitcoin Roots patch series
Agent MCP
Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for…
Arxiv MCP
A streamlined Model Context Protocol server that connects AI assistants to arXiv's vast collection of academic papers. Search, analyze, and download research papers directly from…
Servers
A collection of Model Context Protocol (MCP) servers enabling AI assistants to securely access and interact with local files, Gmail, and web content, facilitating integration with…
Slack MCP Server
🦾 A strong MCP server for Slack.
Core
Foundational backend for MCP infrastructure.
MCPWrapper
MCPWrapper 用于将 Python 包封装为 MCP 服务，通过命令行将模块函数暴露为可被 MCP 客户端调用的接口，无需修改代码。服务，供支持 MCP 协议的客户端调用，无需修改原有代码。MCPWrapper wraps Python packages as MCP services, exposing module functions via…
Fastapi MCP Langgraph Template
A modern template for agentic orchestration — built for rapid iteration and scalable deployment using highly customizable, community-supported tools like MCP, LangGraph, and more.
Streamable Http MCP Server
Real-time MCP server using Streamable HTTP for AI-powered chatbots and tools.
Weather
This project provides a server built with the Model Completion Protocol (MCP), designed to deliver up-to-date weather information in response to real-time queries.
Python
Simple implementation of a Model Communication Protocol (MCP) server using Python over the network using sse transport
Nexus
Project to conect MCP (Notion-Github-SQL...)
Google Ads MCP
Manage Google Ads accounts via MCP. Execute GAQL reads and secure two-phase mutations with full v24 API coverage for reliable ad campaign control.
Server
A Python MCP (Model Context Protocol) Server Using a weather api.
Weather
Ask questions about the weather and get up to date information.
Bigquery
MCP Server for BigQuery
Python MCP Server
A mcp server created using fastmcp to implement pandas functionality
Weather MCP
A Model Context Protocol (MCP) server that provides weather data using the free Open-Meteo API.
Portfolio MCP
Portfolio analysis MCP server powered by mcp-refcache - Comprehensive portfolio metrics, optimization, and risk analysis for AI assistants
Mnemo
contextops
Linkding MCP Server
MCP server for the LinkDing self-hosted bookmark manager — search, add, and manage bookmarks from LLMs (FastMCP)
Cloudscape Docs MCP
🌐 Enable seamless semantic search over AWS Cloudscape documentation for AI agents and coding assistants with this efficient MCP server.
Simple MCP
A starting template for the MCP server
AI Memory
🧠 Manage AI context seamlessly with the MCP server for storing and retrieving semantic memory across sessions. Enhance your AI's knowledge retention.
MCP
A collection of FastMCP servers — web search, shell/SSH sandbox, Android & Fire TV control, finance, Last.fm, and LLM sub-agents