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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.
Dcc MCP Freecad
FreeCAD MCP adapter for AI agents to create and validate parametric documents, edit primitives and booleans, and exchange CAD geometry through FreeCADCmd in the DCC-MCP ecosystem.
AiT Test
🔎High-assurance static invariant, causation and concurrency diagnostic engine for Python
A11y Computer Use
a11y-computer-use: accessibility-first computer use for AI agents. Pruned a11y-tree snapshots, element refs instead of pixel coordinates, a safety layer, an MCP server and CLI. ma…
Orvu
Shared memory for teams of AI agents. Notes, tasks, budgets, documents and an inbox that many agents read and write at once, on one machine or many, merging automatically with no…
Arda Suite
Local-first Jarvis assistant, experimental ARDA agent runtime, and shared memory service.
Editorimage AI
Open-source AI image editor you drive with words: layers, masks, generative fill, image-to-image, background removal. A Photoshop/GIMP alternative with 62 MCP tools for Claude Cod…
Openclaw Cad
A practical FreeCAD + MCP pipeline for parametric 3D design: code-built models, geometry verification, and DfAM/DFM checks for 3D printing, CNC, and laser cutting.
LLM MCP Fastapi
FastAPI + MCP server for LLM inference — chat API with tool-calling, streaming responses, and model-context-protocol support.
Tashan Scispark MCP
AstroInsight · 他山 Scispark MCP 服务集合与贡献规范
Iris
MQTT/Sparkplug bridge: subscribe, expose via REST + MCP, forward to a historian
Confluence MCP
MCP server for Confluence wiki search and content retrieval
Agentic Event Store
Append-only PostgreSQL event store for multi-agent AI systems: optimistic concurrency, CQRS projections, hash-chained audit ledger, and an MCP server.
Argus
Framework-free, horizontally-autoscaled multi-agent deep-research engine. Own the loop, not the framework.
Agentropolis
AI Sims meets EVE Online — a real-time virtual economy where AI agents live, trade, build companies, and compete across 80+ regions
Kapruka MCP
Kapu - conversational AI shopping companion for Kapruka. Live catalog, delivery checks, and guest checkout in one chat.
Memoryos
Episodic + semantic memory backend for long-running AI agents
Agentvault
Unified memory layer for AI coding agents — searchable by humans (Obsidian) and by AI (MCP). Supports Claude Code, Cursor, Codex, OpenCode.
Gauntlet
Adversarial eval harness for any LLM agent pipeline — Claude, OpenAI, or your own. CLI + REST API + MCP server for Cursor/Antigravity.
Jira Context MCP
Pull rich Jira ticket context into your LLM during development. Three composable MCP tools - one for the surrounding hierarchy, one for a single ticket's full content, one for jus…
Nightward
A regression gate for AI-made changes. A pytest plugin captures behavior, a human approves it once, and any later change stops the gate until approved.
Delentia OS
A governed AI agent runtime: risky actions wait for a signed human approval, and every episode goes into a signed, hash-chained audit log. Apache-2.0.
Cortex AI
Cortex AI is an engineering template for Claude Code (and others) focused on zero context loss. It features a 4-layer architecture with 12 specialized subagents, custom slash comm…
Claude Mem
Zero-dependency session recall for Claude Code — instant memory across compactions, ~50 tokens per prompt
Synapse
Open-source MCP server that gives Claude persistent memory. Gemma compresses your codebase into a searchable vault — no more re-explaining your stack every session.
Claude Code
Explore Claude Code CLI source code for TypeScript, Bun, and Ink, with tools, commands, and services for AI coding automation
Claude Code
Use Claude Code CLI source to inspect, edit, and automate terminal-based software engineering workflows with AI assistance
AgentForge
AI software engineering platform that turns natural-language requests into working, tested, documented codebases. An 8-agent LangGraph pipeline (analysis, planning, architecture,…
Weather Project Copy2
AI-powered weather agent that uses the Model Context Protocol (MCP) to connect OpenRouter LLMs with real-time OpenWeatherMap data, exposed via a FastAPI MCP server and a Streamlit…
Openmetadata MCP Agent
Conversational AI agent for OpenMetadata data catalogs. Ask questions in natural language, get answers via 27 MCP tools + Gemini.
AiNIR
Semantic trust layer that checks AI-agent actions and MCP tool calls before execution.
Skillfoundry Harness
Runtime harness for git-backed agent context repositories, validation, and durable execution artifacts.
TAGA 1
Hands-on reference implementation of an agentic AI stack that includes ReAct loop, MCP, hooks, streaming, token budgeting. A forkable learning baseline, not a production service.
AI Agent Platform
A cloud-native AI agent orchestration platform using FastAPI, MCP, LangGraph, PostgreSQL, Docker, and GCP Cloud Run with tool-calling agents, conversational memory, and production…
Agent Black Box
Flight recorder, replay, diff, and incident reporting for AI agent runs
Haldir Starter
Runnable starter template — governed AI agent in 60 seconds. Uses Haldir for identity, secrets, audit, and policy enforcement.
ZidoCode
Agent security & reliability tooling
Mcd Asset Butler
🍔 麦当劳积分 & 优惠券资产管家：资产体检 / 保值策略（积分处置EV·临期券最优用法）/ 一键执行 / 可视化报告 — 1024 程序员节参赛作品
CharFactory
Free, open source M.U.G.E.N / Ikemen GO character editor with AI agents (Claude, Codex, Gemini) through MCP: sprites, animations, Clsn boxes, sounds, code and a tick-by-tick move…
Cc2agy
Bridge and migration tool from Anthropic Claude Code to Google Antigravity (Skills, Rules, MCP)
Bytely
Bytely turns repo into context graph for AI coding agents. AI Coding agent find and scope code from the graph instead of grepping.
Vidu.kai
映伴 Vidu 视频插件：远程 MCP、手机登录面板、费用确认与任务恢复。
Flashgate
The agent can't claim the firmware works — until the board says so. Hardware-in-the-loop verification gate: build → flash → boot banner → exit code.
Kollectiv
Plan, dispatch and review work across pooled AI workers, with free shared storage (Cloudflare R2/TeraBox), GitHub sync and connectors. Self-hosted, open source, no telemetry.
True Hands
An AI that really operates the computer — and can prove it. Built-in desktop driver, UI-only enforcement, project-scoped policy.
MNEMOS
Self-editing, bi-temporal memory runtime for AI agents — 6-signal hybrid retrieval, Neo4j knowledge graph, FSRS cognitive decay, sleep consolidation. Not another vector DB wrapper.
Openai Agents API Examples
Runnable Python and cURL examples for OpenAI Agents API sessions, hosted coding, subagents, MCP, web search, and SSE.
SequentialThinking
Multi-step sequential thinking MCP server powered by large language models — structured reasoning with self-MoA and iterative thinking modes
Folio Lattice
Company-hosted, provider-neutral platform for safe artifacts and provenance-backed knowledge graphs
AI Agent Engineering Lab
Teaching lab for production-oriented AI agents, RAG, tools, MCP, and workflow engineering.
LibreLex IT
AI copilot for LibreOffice Writer: Italian legal drafting grounded on official sources. Citation verification, case-law research and template-guided drafting through mcp-legal-it.