Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashboard. No LangChain/AutoGen — pure CC native integration.

Governance standard and reference toolset for LLM-maintained knowledge corpora

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.

Google Flights MCP, CLI and Python Library

Live Amazon marketplace data for AI agents as MCP tools: product details, reviews, keyword search, best-sellers, deals, live offers and stock, and seller profiles across 20 countries. `npx apiguru-mcp` needs only Node 18+ - no Python, no uv, no API key.

372 AI skills, 76 expert agents, and 867 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, and research. Installs on Claude Code, Cursor, Codex, Gemini, Copilot, and 6 other AI assistants.

lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI

CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.

Run A/B experiments through your AI assistant. SDKs for Ruby, Python, JS, Node, React Native, Go.