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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.
Codex Conversation Council
Evidence-backed advisors from your local Codex task history — Codex plugin, Skill, CLI, and MCP.
A2a MCP Multi Agent Framework
Production-ready Agent-to-Agent (A2A) communication framework with Memory Context Protocol (MCP) — demonstrating scalable, decoupled multi-agent AI architecture with async messagi…
Tellmphone
Let your LLMs call each other — a local MCP switchboard for coding agents
Atlas Agent
MCP-native multi-turn agent with sandboxed SQL/Python, guardrails, memory, evals, and PDF/PPTX generation
Usesend MCP
FastMCP 3 MCP server for the useSend email platform — 33 curated tools (emails, contacts, campaigns, domains, analytics) over stdio.
A2A MCP World
The Interval - a persistent multi-agent world: AI agents portraying long-deceased historical figures live in a cafe, converse over the A2A protocol, and act only through validated…
Okfgen
Turn any repo, database, or open-data portal into an AI-ready knowledge graph — one command, no LLM, no lock-in. Based on Google's OKF Spec
Macro Engine
Conversational macro tracker: a local USDA food database exposed as an MCP server, so you log meals in plain language and ask what's left today.
WorldEconomy
World Economy Lab - economics from primary data: a DuckDB warehouse (year 1 CE to 2101, 26 sources, ~14.9M observations), a fully computed chaptered report, and an MCP query appar…
Avasfood MCP
MCP server and Hermes skills for browsing, ordering, tracking, and budgeting with AVAS Food
Wecom Docs MCP
企业微信文档与在线表格 MCP：创建、编辑并分享到群聊
Plane Community MCP
Token-efficient MCP server for self-hosted Plane Community Edition
Page Monitor
MCP server: monitor web pages for content changes (hash+diff) and fire alerts. Network-free core, fully tested.
Attachment Proof
The tiny local proof layer for “did that attachment actually send?” — a privacy-first MCP server for Apple Messages.
3d Router
Live file-backed AI gateway: 12 provider cards, mechanical fallback, real GLB artifacts with receipts, intent search and agent loop (Python stdlib, no keys)
Tollgate
Safety layer for AI agents — Protect · Route · Prove. Budgets, tool-loop hard stops, failover, chaos DR proof. OpenAI drop-in · MCP · n8n.
Winuse MCP
Computer use for Claude Code on Windows: an MCP server that lets Claude see your screen and drive mouse and keyboard, mirroring Anthropic's computer-use action set
Loommux
Persistent IPython MCP server with inspectable execution output
Theo
A personal assistant you run yourself: it remembers what you tell it, sees long-running work through to a finished result, and reaches you on Telegram or in your terminal.
Mospolytech MCP
MCP-сервер для интеграции LLM-ассистентов с открытым расписанием и личным кабинетом студента Московского Политеха
Effect Browser
Effect Browser runs one-query research and browser tasks through durable, action-bound approval and crash-recovery controls that avoid blind retries after ambiguous external effec…
Ufcalendar Python
Python client for the UFCalendar Fight API — MMA API & UFC API (UFC, PFL, OKTAGON, BKFC, RIZIN): events, cards, results, per-round stats, careers, judges' scorecards, UFC rankings…
Registry Lint
Dependency-free validator for MCP server manifests (server.json) against the official MCP Registry schema. Built by an autonomous AI agent.
Openclaw Atlas Showcase
A multi-agent AI operations system: 15 specialized agents + ~80 automation scripts running real marketing, SEO, and CRM ops. Built on OpenClaw + MCP.
Modelhop
Intelligent LLM router that saves 60-90% on API costs by hopping to the cheapest capable model
Token Save MCP
Stop your coding agent burning context on file reads. Delegates big reads to a cheap worker model and returns only the answer — 87-99% saved, measured per call. A hook enforces it…
UnityMCPBridge
Unity 6 bridge for dependable, inspectable MCP-based agent automation.
Dualai
A local multi-AI development bridge for orchestrating Gemini, ChatGPT, browser automation, MCP tools, and project-aware workflows.
Algocode
Algorithmic Code & Backlog Analysis Engine with NL-DSL-LLM Architecture and MCP Server
Simrs Calle
SIMRS Appointment Reminder — Automated patient appointment calls via CALL-E AI voice agent for Indonesian hospitals. Integrates with SatuSehat FHIR.
Home APM
Distributed tracing for your smart home - Home Assistant automation traces reconstructed into OpenTelemetry flame graphs on SigNoz. Agents of SigNoz hackathon (Track 3).
Graphiti Folder
Append-only Graphiti memory and read-only MCP for a folder of Markdown and text documents.
Pampa Pilot
AI-powered music production agent for REAPER and other DAWs
Agentree
Agentree: index PDFs into a hierarchical section tree for agent retrieval (Claude/Codex structured completions, not vector chunking).
Promise Ledger
Evidence-backed ledger for post-sale commitments with human approval, explicit supersession, accepted fulfillment evidence, and a hash-chained audit trail.
DeepSupport OS
DeepSupport OS — Enterprise IT Help Desk Agent Harness：M365 Help Desk · Skills/Subagents · HITL · 文件工作区 · 自动化评测。Vue3 + FastAPI + Deep Agents + LangGraph + RAGLab。
Google Bq Citi Bike Agent
An AI data agent that queries BigQuery Citi Bike data and recommends optimal coffee truck placements in NYC using GCP's BigQuery MCP toolset.
Digitalassetscan MCP
MCP adapter for Digital Asset Scan
Quant Trade Agent Tools
Provider-neutral intelligence plane with REST, MCP, CLI, pi and experimental dsh adapters for quantitative trading analysis.
AI Maintenance Copilot
An industry-grade AI Maintenance Copilot built using LangGraph, RAG, SQL retrieval, and MCP (Model Context Protocol).
Agent Chatroom
Human-in-the-loop MCP chatroom for coordinating multiple AI agents
Ollamancer
Fully-local terminal AI agent for Ollama. 34 tools, MCP, local RAG, deterministic hallucination checks. No cloud, no API keys, nothing leaves your machine.
Spendiq Prototype
Conversational AI copilot over procurement, AP, and contract data — grounded answers with citations to specific rows and clauses. Built for the TechTorch AI & Data Engineer challe…
Jobo
Evidence-grounded job application copilot with Discord, GitHub, public ATS, and Tsenta MCP support
Sap Intelliops
Agentic AI system for enterprise incident resolution using LLM agents, RAG, tool calling, MCP, and governed execution.
BatchTicket
Deterministic, token-aware structured-data transformation runtime for agents
Riskprobe Agent
Privacy-safe local risk intelligence Agent for explainable rules, PSI drift monitoring, institution stability analysis, and MCP/CLI workflows.
Graph Skill Runtime
Agent-native runtime for compiled graph skills
Evidence First AI Diligence
Finance-native PE/VC underwriting desk with deterministic mechanics, source-linked evidence, governed model proposals, and human IC control
Claude For Commerce Merchant Commercetools
Claude for Commerce — the merchant agent, commercetools implementation. A MerchantBackend over the Composable Commerce HTTP API: orders-derived reporting, catalog and inventory ma…