AI ProtocolEvolution

An open-source Model Context Protocol (MCP) server that enables AI agents to search, retrieve details, and access popular Lottie animations directly from LottieFiles, seamlessly integrating motion graphics into AI workflows.

Kakao's official open platform for the Model Context Protocol (MCP), enabling developers to register, discover, test, and use MCP servers that securely connect AI models to external tools and data sources for agentic AI experiences.

Official Model Context Protocol (MCP) server from Firecrawl that equips AI agents with powerful web search, scraping, crawling, and structured data extraction capabilities for real-time web interaction.

An open-source Model Context Protocol (MCP) server that provides AI agents with real-time and historical NBA statistics, live game scores, player data, and team information using the nba_api library.

Zoho's official implementation of the Model Context Protocol (MCP), enabling AI agents to securely interact with Zoho business apps like CRM, Books, Desk, Projects, and more through standardized tools and actions.

An MCP server that connects Figma to AI agents, enabling design-to-code workflows, asset extraction, and real-time UI automation.

Snowflake MCP is an official managed Model Context Protocol server that lets AI agents securely discover and invoke tools like Cortex Analyst, Cortex Search, and Cortex Agents directly against your Snowflake data without deploying extra infrastructure.

Bright Data's Web MCP Server provides LLMs and AI agents with reliable, real-time access to the public web. It enables seamless searching, navigation, data extraction, and actions without blocks, rate limits, or CAPTCHAs.

Baidu Map MCP Server is China's first fully MCP-compliant map service, providing powerful geospatial tools for AI agents including geocoding, POI search, route planning, traffic, weather, and more.

Meitu Imaging MCP Server provides powerful AI-driven image creation and editing capabilities, enabling developers to build advanced visual AI agents with production-proven beauty, design, and media tools.

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.

Codex-powered shared AI agents in ChatGPT for teams. Automate complex, long-running workflows across tools like Slack, Google Drive, and CRM—running in the cloud with enterprise controls.

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.

The official C# SDK for the Model Context Protocol (MCP), maintained in collaboration with Microsoft. It enables .NET developers to easily build MCP servers and clients, exposing tools, resources, and prompts to AI agents like Claude, Cursor, and Gemini.

OpenViking is an open-source context database for AI agents that organizes memory, resources, and skills using a filesystem paradigm (viking:// URIs), enabling hierarchical context delivery, layered loading, and self-evolving agents.

Hindsight is an open-source agent memory system that enables AI agents to truly learn over time by retaining facts, recalling with hybrid strategies, and reflecting to form mental models.

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.

CamoFox Browser is a headless anti-detection browser automation server powered by Camoufox (Firefox fork with C++-level fingerprint spoofing). It enables AI agents to reliably browse sites blocked by Cloudflare, Google, and other bot detection systems.

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.