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MCP servers tagged python
10.0K 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.
Openexr
MCP Server for querying OpenEXR files — metadata, channels, and pixel statistics
Customer Service Agent Carmit Haas
LangGraph ReAct data-analyst agent over the Bitext customer-service dataset: query router, Pydantic tools, persistent memory + user profile, FastMCP server. Nebius LLMs.
RDI Agent
Evidence-First cognitive guard agent — LangGraph implementation of Reality-Driven Iteration (RDI) SOP. Zero-config environment discovery, three-stage probe matrix, human-audit sov…
Diagram Tool
Figma-like visual diagram editor with React frontend, FastAPI backend, and optional MCP integration for AI-assisted diagram creation.
Env Doctor
MCP server that diagnoses .env files for missing vars, weak secrets, exposed API keys & format errors
Efficient Agent Protocol
Reliability-first agent workflow runtime: deterministic DAG execution, pointer-backed state, resumable runs, and OpenClaw/MCP interop.
Blender MCP N8n
🖥️ Connect Blender’s 3D modeling to n8n workflows through an MCP server for seamless automation and control.
Hackathon5 Customer Success Digital Fte Stage2
Hackathon 5 — Stage 2 implementation of the Customer Success Digital FTE. This stage introduces FastAPI backend services, MCP tools, database persistence, and multi-channel suppor…
Omnifocus Py
Python library and CLI for OmniFocus on macOS (tasks, projects, folders, tags via JXA)
Aiarsenal
A curated collection of AI experiments: DeepSeek fine-tuning, RAG pipelines, multi-agent MCP systems, and local LLM tooling
Skills For AI Agents By CoinMarketCap
Provide AI agents with access to CoinMarketCap data for real-time crypto prices, market trends, analysis, and news.
Skill Check
Skill工程化平台 - 快速创建、规范检查、依赖分析、版本迁移的AI开发工具
Chat Test Backend
Early FastAPI backend for the CorpChatAgent: Google ADK orchestrator with MCP stdio servers (Gmail, Calendar, HubSpot, Zoom) and Fernet-encrypted OAuth tokens.
Maxi
JARVIS-style voice AI. Claude Code brain + all-local audio pipeline + 27 self-built MCP tools. Sub-150ms barge-in. Proactive triggers. Episodic memory.
Examples
Copy-paste runnable examples for retailerapi.com — Node, Python, curl, Claude MCP, OpenAI Custom GPT, Next.js, Vercel Edge. Each subdir is standalone.
OData MCP Server
MCP server that exposes any OData V2/V4 service as AI-consumable tools
Context Engineering Guide
The complete guide to Context Engineering — the #1 skill in AI engineering. From fundamentals to production, with working code. Covers RAG, AI agents, MCP, compression, and more.
LoreMemory
Persistent memory for AI agents. Grammar-based extraction, 7-channel adaptive retrieval, local-first. pip install loremem-ai
Litplan
Governed work plans from research literature papers with agentic planning
Agentvet Py
Python port of @mukundakatta/agentvet: validate LLM-generated tool args before execution
Pipecat Unison
Persistent memory for Pipecat voice AI agents — powered by Unison.
Tui Td Py
Official Python wrapper for tui-td — TUI testing and automation for coding agents and terminal-based AI tools.
State Mesh Agent Runtime
Python-native agentic pipeline runtime with typed state, MCP tool bus, guardrails, and OpenTelemetry tracing
Pgraph
Local, portable, graph-based project memory for coding agents — replaces a growing markdown log with an embedded Kùzu graph so agents query a small, budgeted slice instead of re-r…
Pagesmith Bookstore Chatbot
Conversational indie-bookstore assistant: a FastAPI + LangGraph RAG chatbot with multi-turn memory, a personalized content-based ML recommender, and per-user history — fronting a…
Colorless
Authorize, gate, and prove every action your AI agent takes — tamper-evident, zero-dependency runtime trust layer for AI agents.
Hrms MCP
AI-powered HRMS Database Assistant — MCP server with Text-to-SQL, KPI/FTR/ETA analytics engine, LangChain ReAct agent, and natural language HR insights over Cloudflare D1
Agentic Research Orchestrator
LangGraph multi-agent backend with planner, coordinator, curator, writer and reviewer loop, typed artifacts, MCP tools and traceable runs.
Full Time AI Employee
Multi-agent AI pipeline replacing CRM workflows using OpenAI Agents SDK, Kafka, and MCP
Mini Gravity
I build autonomous agents using LangGraph, MCP, and .NET/NestJS. Currently building `Mini-Gravity`, an AI that interacts with local databases and filesystems.
Supply Chain Control Tower
Monitor supply chain operations with a self-learning multi-agent AI system that uses local data to identify issues and optimize performance without cloud costs.
Jmd MCP Mail
JMD-native MCP server for email — IMAP read/write/delete and SMTP send for LLM agents, with credentials in the OS keystore.
Sage
Agentic RAG & semantic search over docs — LangGraph agent (router, self-reflection re-query, MCP tools), OpenAI embeddings + Pinecone, FastAPI, LangFuse eval
Malware Sandbox MCP
Detonate suspicious files and URLs using Model Context Protocol to retrieve normalized threat verdicts, IOCs, and malware intelligence.
ArchonAI
Build AI software architecture with 6 specialist agents, 15 modes, and parallel planning from idea to infrastructure
Agent Os
Local AI operating system for Amori — agents, dashboard, task queue, HITL content workflow, MCP tools, backup/restore.
The Saurus
Multi-agent literature review pipeline — upload scientific PDFs, extract themes and claims, generate citation-backed reviews. Built with React 19, FastAPI, Agno, Restate, Gemini 2…
Raphaelmendes Dev
AI Systems Engineer & Founder @Rs4Machine | Multi-Agent Orchestration - RAG - LangGraph - Python - Ollama - Docker
Apify Naver Search API
Naver Search API on Apify: a Python + MCP quick-start example. Search Korea's Naver across web, news, image, video, and shopping and get clean structured JSON. Call it from Python…
AI Engineering Hub
A collection of LLM-powered Real-World applications and projects
Semantic Gui Control
A cross-platform, text-first control layer that exposes GUIs to agents as structured affordances instead of pixels. Discovers the interface, normalizes it, executes through a sma…
Career Agent
Reference implementation of a Google ADK multi-agent career assistant: MCP tool servers, versioned LLM skill modules with deterministic offline fallbacks, and enforced human-in-th…
Support Escalation AI Assistant
Multi-agent AI support pipeline: LangGraph + RAG + MCP + FastAPI + Claude API
VinGuide
🍷 Local-first RAG wine recommender. LangGraph state machine: regex parse → SQLite filter → ChromaDB retrieval → grounded gen on Ollama gemma3. Firecrawl ingestion. Discord agent o…
Gopher Bot
A local-first, governed personal AI runtime with persistent identity, auditable behaviour, and replaceable inference.
Py MCP Excel
A Python project that exposes Excel file information via the Model Context Protocol (MCP) and a FastAPI REST API. It allows reading Excel spreadsheets to extract sheet names, shee…
Antigravity Windows Bridge
AI-powered Windows API REST Bridge
Claude Relay
MCP server for inter-tab communication between Claude Code sessions: send messages, broadcast, and coordinate across tabs
Vibe ML Studio
A multi-modal AI workbench for local inference, agentic workflows, and RAG-powered knowledge management. Featuring MCP tool integration, and Supervised Fine Tuning
Stencil
🖌️ An image markup & drawing tool on one shared C++ core, scriptable in its own .stc language: a Qt desktop app, a browser app compiled to WebAssembly, and a Zig CLI, plus a Chrom…