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MCP servers tagged python
9.5K 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.
Whatsapp MCP
Cross-platform WhatsApp Model Context Protocol server with multi-account support and optional local Whisper transcription
Recall MCP
A local, privacy-preserving knowledge-base MCP server with semantic search (RAG) for Claude and other AI assistants.
Github Actions MCP
Model Context Protocol server for GitHub Actions
AIMLPM/markcrawl
in MCP server for web research and RAG pipelines.
Touch MCP
High-performance MCP server for TouchDesigner — live control via WebSocket with 29 tools (nodes, parameters, connections, CHOP/TOP/SOP/DAT data, timeline, render, layout, bat…
Co Op
Co-Op is local-first business management software for company planning, research, files, customer work, and operational decisions. The installed desktop app owns the business work…
Control Plane
Open-source MCP 2.0 control plane for Windows, homelab, Docker, MikroTik, Home Assistant, observability, durable workers, and Agent Skills.
Fastmcp Endpoint Toolsets
One FastMCP server, one port — expose each tool group at its own native MCP URL, so every agent sees only the tools it needs. No proxy, no gateway.
Cox Automotive MCP
First MCP for the auto-dealership vertical — 14 tools for Cox Automotive / Dealer.com APIs (Accounts, Incentives, Inventory). Built on httpx + FastMCP with isError-compliance, JSO…
Plan
A control plane for trustworthy AI agents: write product judgment once, then enforce it through typed MCP tools, git gates, demolition-first stories, evidence-judged checkboxes, a…
Aethos Memory
Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.
Windtools MCP
Your own codebase tools like code semantic search
Github Stars Radar
把你多年收藏的开源项目，变成 AI 编程助手的私人技术记忆。
Codewalk
AI-powered codebase onboarding tool — point it at any repo and ask questions about the code. Uses tree-sitter parsing, RAG, and local LLMs.
Kiboserve
Open-source Python framework to deploy AI agents via HTTP, A2A, and MCP with built-in observability
Migration Check
Deterministic readiness checker for the MCP 2026-07-28 specification break - a graded web probe and an agent skill over one rule engine.
Bitcoin API
Bitcoin fee intelligence API — 108 endpoints, 751 non-e2e tests, self-hostable, Apache 2.0. Hosted demo paused for infrastructure review.
Adviser CLI Tool
A terminal-native, zero-infrastructure local RAG pipeline and developer intelligence hub powered by OpenAI Codex, ChromaDB, and Groq/Gemini.
Smolagents MCP Demo
A comprehensive demonstration of Model Context Protocol (MCP) servers and clients, showcasing AI-powered tools and multi-agent systems for code analysis, security scanning,…
Ollama Python
Ollama MCP Server, let's you chat with your local LLM running on your local OLLAMA server.
Mangrove Agent
Claude agent for use with the Mangrove Developer API & MCP Server.
Dbecho
Talk to your PostgreSQL databases through Claude Code, Cursor, or any MCP client. Schema exploration, analytics, cross-database comparisons - all read-only, all local.
Another S3 Manager
Lightweight self-hosted web UI for AWS S3, MinIO, R2 and any S3-compatible storage. Multi-account, granular access control, built-in MCP server for AI agents
Mnemos MCP
Self hosted MCP knowledge server. Turn docs into searchable context with multi collection isolation, deterministic ingestion, and local vector search via Ollama + pgvector. 100% p…
SaveContext
Git LFS for your LLM context — 20x Context Savings — an MCP server that keeps big documents out of the model and returns byte-exact quotes for a fraction of the tokens.
AppTheory
Contract-first serverless runtime for AWS Lambda.
Health API
A comprehensive FastAPI microservice for health-related operations,which is also powered by the MCP server (FastAPI to MCP)
AI Assistant Eduflow
Production-ready multi-agent AI assistant with RAG, MCP server, and CRM integration. Reference implementation. Telegram/MAX Messenger, Bitrix24, ChromaDB, OpenAI/YandexGPT. 170 te…
Courtlistener Citations MCP
MCP server for validating legal citations against CourtListener's 9M+ opinion database — detects AI-hallucinated citations, name mismatches, and ambiguous reporters with an intera…
Crewai MCP Lead Gen Agents
AI agent crew that generates qualified B2B lead lists with enriched contacts and personalized outreach using CrewAI + 5 MCP servers + Google Gemini.
ToolsConnector
Open-source Python library for 73 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, Anthropic & more. MCP server, OpenAI function calling, Anthropic tool use. 1,519 actions,…
Icinga
Model Context Protocol (MCP) server for Icinga 2 Core, Icinga Web, Icinga Director and the Linuxfabrik monitoring-plugins catalog.
Airbyte MCP
MCP server for the Airbyte API — manage workspaces, sources, destinations, connections and jobs from any MCP client.
Vektor Memory
Slipstream - Built by Vektor Memory - a multi-layered persistent agentic vector memory architecture. 4-layer associative graph memory (MAGMA) with autonomous REM cycle, CLI, DXT-M…
K3s MCP Server
Model Context Protocol server for K3s cluster management - kubectl operations for Claude
Lablink MCP
Unified & extensible MCP server enabling AI agent connectivity to all types of lab equipment — VISA/SCPI, SSH, REST, serial, and Python environments.
Uspto Fpd MCP
🚀 Improve patent analysis with a high-performance MCP server for USPTO Final Petition Decisions, featuring context reduction and customizable fields.
Auto News
Indonesian Stock Market (IDX) Analysis with Semantic Search (MCP Support)
Enterprise Agentic AI Platform
Multi-tenant control plane for enterprise AI agents: onboarding a new assistant is a configuration change, not a deployment. Shared runtime for retrieval, orchestration, conversat…
Bonobox
BonoBox (BBX): useful tools for AI agents and everyday automation — real tests, clear limits.
Academic Tools MCP
MCP server giving LLM agents lean, identifier-routed tools to look up, read, and cross-reference academic papers across 7 providers (OpenAlex, arXiv, bioRxiv, ACL Anthology, Cross…
Serenedash
A live terminal dashboard for a SereneDB server: storage, memory, sessions, per-thread CPU and a perf-backed profile, cheap enough to leave open.
Sillok
A knowledge ledger that forces the storage decision — current truth in Git, what happened in Postgres, AI reads a handful of rows. 저장 위치를 강제하는 지식 원장. FastAPI + pgvector + MCP.
Standardoc
Convert code into a queryable knowledge graph for humans and AI agents using live AST indexing for LSP and MCP.
Dcc MCP Maya Mgear
mGear Shifter deep integration skills for dcc-mcp-maya
Gcf Python
GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
Semantic Metrics Modeling Assistant
MCP agent for semantic metrics governance with built-in trust scoring, lineage visualization, and conversational metric definition. Designed for data teams working with dbt, LookM…
Email Automation
Setu — open-source MCP server that lets AI assistants (Claude, ChatGPT, Cursor) send job applications and outreach from your own Gmail. Send-only scope, OAuth, server-side guardra…
UnrealMCPToolkit
Control the Unreal Engine 5.8 editor from any MCP client / AI agent — execute_python & execute_console_command tools for Epic's Model Context Protocol server
ALdia
Open-source business engine for AI agents. Invoicing, payments, inventory, checks and cash as permission-controlled MCP tools — with idempotency, structured errors and an immutabl…