AI ProtocolEvolution

Linear MCP is the official Model Context Protocol server from Linear that allows AI agents to search, create, update, and manage issues, projects, comments, and more directly in your Linear workspace using natural language.

Memory MCP is the official reference Model Context Protocol server providing a knowledge graph-based persistent memory system. It enables AI agents like Claude and Cursor to store, retrieve, and remember user preferences, project details, and conversation context across sessions.

Playwright MCP is the official Model Context Protocol server from Microsoft that brings full browser automation to AI agents using Playwright. It enables LLMs to navigate, interact with, and inspect web pages via structured accessibility snapshots — no vision models required.

Postgres MCP Pro is a powerful Model Context Protocol (MCP) server for PostgreSQL, providing configurable read/write access, advanced performance analysis, index tuning, explain plans, and safe SQL execution for AI agents.

uv-mcp is an MCP server that wraps Astral's ultra-fast uv Python package manager, enabling AI agents to diagnose, repair, and manage Python environments through natural language.

Official Cloudflare MCP servers enabling AI assistants like Claude and Cursor to manage your entire Cloudflare account — DNS, Workers, R2, Zero Trust, and more — using natural language via secure remote MCP endpoints.

A popular Model Context Protocol (MCP) server for Google Tasks. Enables AI assistants like Claude and Cursor to list, create, update, delete, search, and manage tasks and task lists using natural language with secure Google OAuth integration.

A popular Model Context Protocol (MCP) server for Google Calendar. Enables AI assistants like Claude and Cursor to view, create, update, delete events, check availability, and manage your schedule using natural language.

A powerful, feature-rich Model Context Protocol (MCP) server for Gmail. Enables AI assistants like Claude and Cursor to search, read, send, organize, and manage emails using natural language with full Gmail API integration.

The official Dart and Flutter MCP Server from the Flutter team. It connects AI coding assistants like Claude and Cursor to your Dart/Flutter projects, enabling natural language commands for code analysis, running Flutter CLI tools, debugging, and interacting with running apps.

A production-ready plugin for OpenClaw that implements the A2A (Agent-to-Agent) v0.3.0 protocol, enabling bidirectional communication, task delegation, and automatic peer discovery between OpenClaw agents and other A2A-compatible agents across different servers.

Hermes Agent is an open-source, self-improving autonomous AI agent by Nous Research that learns from experience, builds reusable skills, maintains persistent cross-session memory, and evolves to become more capable over time.

Open SWE is an open-source asynchronous coding agent built by LangChain. It autonomously handles GitHub issues by researching codebases, planning tasks, writing and testing code, self-reviewing, and opening pull requests — acting like a full-time software engineer on your team.

Andrej Karpathy's open-source AI agent that autonomously runs LLM training experiments overnight on a single GPU, editing code, evaluating improvements, and iterating while you sleep.

OpenClaw's powerful Chrome DevTools MCP integration. Attach your local AI agent to your real signed-in Chrome browser (with cookies, tabs, and logins intact) for full web control — click, type, read pages, take snapshots, and automate any task directly in your live browser.

Skywork AI is a unified AI‑powered workspace featuring agentic capabilities to research, generate, and produce professional content across documents, presentations, spreadsheets, webpages, audio, and more.

Lovart AI Agent is a next‑generation autonomous creative AI that turns natural language prompts into professional visual designs, videos, and brand assets with an intuitive conversational workflow.

Simular AI provides advanced, research-driven autonomous AI agents that control your computer like a human, automating complex workflows on Mac, with Windows support coming soon, and open-source frameworks like Agent S for building computer-use agents.

Fully open-source generalist AI agent by Kortix. Autonomously completes complex real-world tasks using natural language, with web browsing, research, data extraction, document generation, and workflow automation capabilities.

Cloudflare's Dynamic Worker Loader API enables Workers to spawn new, isolated Workers at runtime with arbitrary code, providing lightweight sandboxing ideal for executing AI-generated code securely and efficiently.

The fast, Pythonic framework for building MCP (Model Context Protocol) servers and clients. Turn any Python function into production-ready LLM tools with zero boilerplate.

Microsoft A2A (Agent‑to‑Agent) is Microsoft’s implementation and support of the open Agent2Agent (A2A) protocol for interoperable AI agent communication across platforms and services.

Production-ready, easy-to-use multi-agent framework for building transparent, scalable LLM-powered applications with ReAct agents, tools, memory, evaluation, realtime voice, and secure runtime support.

MCPorter is a TypeScript runtime, CLI, and code-generation toolkit for the Model Context Protocol (MCP). Discover, call, and turn any MCP server into a standalone CLI or typed API with zero-config discovery.

LobeHub is a modern AI agent platform and marketplace for discovering, building, and collaborating with intelligent agent teammates. It features native Model Context Protocol (MCP) integration and the world's largest curated MCP Servers Marketplace with tens of thousands of ready-to-use integrations.