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MCP servers tagged python
9.4K 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.
Mix
AI 应用工程学习工作区：LogiAgent-MCP（LangGraph+MCP+结构化输出+长期记忆+人工审批）、Pydantic-AI 对比版、LiteLLM 统一网关、LogiRAG 知识库
Ylang
Local-first personal AI efficiency layer — MCP server for prompt improvement, template library, usage tracking, and scoped memory.
Gorgon
Static codebase intelligence. Maps structural hotspots and dependency cycles to guide AI agents safely through complex enterprise architectures.
Support Copilot
Customer-support AI agent: LangGraph supervisor + specialist handoffs, deterministic tools, human-in-the-loop refunds, guardrails, embedded eval gate, Langfuse traces, MCP. Fully…
2do Tools
CLI + MCP server for 2Do on macOS. Read, search, create, complete, and open tasks from AI clients or the command line.
Agentic AI Roadmap 2026
90-Day Agentic AI Fresher Job Roadmap 2026 - Hindi English Guide - LangChain LangGraph RAG MCP Python - Free 80+ Page PDF
Cullis
Zero-trust governance for autonomous AI agents in regulated organizations. Self-hosted gateway with verified identity, policy enforcement, cryptographic audit trail.
Anima MCP
Raspberry Pi running UNITARES — longitudinal testbed cited in the papers.
Canon
Spec-driven development, automated. Write structured specs in markdown — AI agents handle PR reviews, ticket sync, and code verification.
Agent Rules Kit
Diagnose AI agent instruction files like AGENTS.md, CLAUDE.md, and Cursor rules using this local read-only Python CLI.
Intelligent Knowledge Assistant
Unified conversational AI that routes plain-English queries to hybrid RAG document search or live Jira — built with LangGraph, FAISS, BM25, MCP, and RAGAS.
Langchain From Zero
🚀 从零到精通 LangChain - 21章完整中文教程 | 使用 vLLM+Qwen、Langfuse、Playwright | Agent/RAG/LangGraph/MCP 全覆盖 | 100+示例
Hands On Rag
Comprehensive guide and repository for building, understanding, and implementing Retrieval-Augmented Generation (RAG) systems with Python.
XidaoApi
OpenAI-compatible AI API gateway — 100+ models, smart routing, failover. Claude, GPT, Gemini, DeepSeek, Qwen, Mistral. Free $10 credit.
Fossil
Semantic failure memory for AI agents — record reasoning failures, search past failures before acting, stop rediscovering the same mistakes.
Mcpwn Red
Pre-engagement safety validator for MCPwn deployments
Speed To Lead Agent
Open-source AI agent that qualifies & responds to inbound leads in seconds — multi-agent (LangGraph) + a LoRA-fine-tuned intent classifier + MCP server. Bring your own keys.
Transformers Simplified
Simplified, standalone Python scripts for transformer models, LLMs, TTS, STT, and Image Generation. Educational and lightweight AI. AI is Good.
LearnGuard
MCP action gate for Codex study mode with Python policy checks and a SwiftUI evaluation dashboard.
Loop Agent
Autonomous software delivery from product brief to verified implementation. Loop plans, builds, tests, and repairs in a task workspace, then hands back reviewable artifacts or Git…
Story Continuity Guard
Local-first security and continuity auditing for Codex skills, AI-agent configs, MCP projects, and story workflows.
Harper Mcps
MCP servers for Claude Code: Obsidian vault, SSH+nmap, Windows WinRM, and OSINT research
RudrenduPaul
GitHub profile README
Cronos
Black Box Recorder for AI Agents —MCP
Nlp2cmd
NLP2CMD - Transforms natural language into domain-specific commands (SQL, Shell, Docker, Kubernetes) using a multi-layered detection pipeline and thermodynamic optimization.
Tcc AWS Agent Platform
Configuration-driven, provider-agnostic runtime for declaring AI agents in YAML and deploying them on AWS — built on the Strands Agents SDK and Amazon Bedrock AgentCore.
Gemini Tasks
Autonomous task management and coding loops for Gemini CLI. AI-driven TDD, dependency management, and multi-session coordination.
Llama Index Tools Ejentum
LlamaIndex tool spec for the Ejentum Reasoning Harness. Wraps the hosted Ejentum MCP server and exposes 8 tools (4 harnesses × dynamic + adaptive).
GeminiGitHubProfile Analyzer
Full-stack GitHub profile intelligence and dev card generation platform using MCP tools, Gemini 2.5 Flash, FastAPI backend, Google ADK agents, and Cloud Run for scalable deploymen…
Polygon News MCP
Read-only MCP server for Polygon.io news, ticker details, and SEC filings index (6 tools, DuckDB cache).
Chainmem
ChainMem（链忆）— 链式 + 向量混合记忆系统，让 AI 拥有像人一样的联想式回忆
Acestar Nexus
A personal desktop companion widget , always-on-top, always current. Tracks LeetCode progress, internship applications, goals, reminders, and fitness. Built with Tauri, FastAPI, a…
Fundzwatch Python
Python SDK for FundzWatch.ai -- real-time business event intelligence for AI agents. CrewAI + LangChain tools included.
Equity Comp Tax Python
Copy-paste Python recipes for equity compensation tax: ISO/AMT exercise timing, NSO, RSU sell-vs-hold, QSBS (Section 1202), single-stock concentration, protective puts. Keyless AP…
Schemafit
Provider-aware structured-output / JSON-Schema CI linter: fail CI before your schema 400s on OpenAI, Anthropic, or Gemini.
Oncall Copilot
Provider-agnostic AI on-call assistant — RAG + a tool-using agent + an MCP server + an eval harness — runs on Claude, OpenAI or OpenRouter. A hands-on learning project.
Meridis
MCP server for Meridian humanoid robot — control walking/arm via AI agents (Claude Desktop/Code) or Web UI
Restless
Turn any OpenAPI-powered REST API into an MCP server in one command.
Zava Control Plane
Composable agentic substrate (skills + MCP tools + harness + governance) running on a single laptop. 14 live business domains, 79 personae, AGT v3.4 governance, OWASP Agentic Top…
Personal Memory
基于MCP协议的个人AI记忆服务，为各种AI客户端提供长期记忆能力
Aikit Runtime
Agent-native, governed AI runtime for Rust, Python, and TypeScript — native providers, MCP, tools, routing, memory, budgets, audit, and containment.
Mini Harness
A small, interview-ready coding agent harness
Garmin Running Agent
Offline rule-based Garmin running training agent. Pulls activities via mcp-garmin, assesses fitness, builds goal-specific plans (sub-5 mile through sub-3 marathon), with cross-tra…
AI Community
Open AI community by Data Science Research Perú. Learn, build and share projects in AI, Agents, RAG, MCP and AI Engineering.
The Conductor Hermes
Skillset module + MCP for AI agent harnesses. Enhances Hermes (plugin) and external meisters (stdio MCP). Pillars, Remnants, safety spine. Plugin XOR MCP.
Ansys MCP
Closed, solver-neutral thermal MCP runner for local Ansys installations
Mindsync AI
Local-first MCP orchestration for coding agents: automatic task routing, shared memory, conflict prevention, and optional VPS sync.
Cdfi Superpowers
AI skills for NMTC eligibility, bank-CDFI peer benchmarking & HMDA analysis — grounded in audited PyPI tools, not hallucinated.
Thalamus
A self-hosted, code-aware brain for coding agents — persistent memory linking why you did something to where it lives in the code, with the instruments to prove it helps.
Paraphe
The owner-decision inbox for agents. An agent asks, you answer from your phone or the console, and the same agent resumes. Zero dependencies, self-hosted, SQLite, MCP.