MCP
Official Model Context Protocol servers that give agents real tools.
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and…
Inspectable, portable semantic memory for AI agents — core engine, TypeScript SDK, framework adapters, MCP server, CLI, and self-hostable host plugins.
An official open-source suite of Model Context Protocol servers connecting AI assistants to AWS services, docs, and infrastructure.
MCP server connecting AI agents to 40+ Azure service areas for resource management and queries.
Your browser is the API: CLI + MCP server for AI agents to control Chrome with your login state.
MCP server plus Chrome extension that lets AI apps automate your existing browser with your real profile and logged-in sessions.
Local-first cross-platform desktop workspace for Claude Code / agents: multi-agent, Git worktrees, code diffs, skill marketplace, multi-model, Computer Use, task-aware desktop pets, with WeChat, Feishu, DingTalk, Telegram, WhatsApp and H5 access
Official Chrome DevTools MCP server that lets agents drive and inspect a real Chrome browser over the DevTools Protocol.
A token-efficient remote MCP server exposing the entire Cloudflare API (~2,500 endpoints) via a Code Mode search/execute pattern at mcp.cloudflare.com.
A suite of official remote MCP servers (observability, bindings, builds, browser rendering, Radar, AI Gateway, and more) that let MCP clients manage Cloudflare via natural language.
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Context window optimization for AI coding agents: sandboxes tool output (98% reduction), persists session memory, enforces routing across 17 platforms.
MCP server that pulls version-accurate, up-to-date library docs and code examples straight into your agent's context.
Terminal control, filesystem search, and diff-based file editing for AI clients, over MCP.
Open-source 'docker mcp' CLI plugin and gateway that orchestrates Model Context Protocol servers as isolated containers, with secrets, OAuth, and access control, powering Docker Desktop's MCP Toolkit and catalog.
Exa MCP for web search and web crawling: connect AI agents to Exa for search, content fetching and multi-step research.
The fast, Pythonic framework for building MCP servers and clients — the toolkit you build them with, not a server itself.
Official Firecrawl MCP server: adds powerful web scraping and search to Cursor, Claude and any other LLM client.
Microsoft Research's visualization language designed for AI-generated charts, with an MCP server so agents can author and validate charts.
MCP server to provide Figma layout information to AI coding agents like Cursor.
GitHub's official Model Context Protocol server that connects AI agents to GitHub repos, issues, pull requests, and workflows.
Put an end to code hallucinations: a free, open-source remote MCP server for any GitHub project.
MCP server letting AI agents run 150+ cybersecurity tools: authorized penetration testing and security research only.
Official MCP server that connects MCP-compatible assistants to the Hugging Face Hub for searching models, datasets, Spaces, papers, and docs, plus running Gradio community tools.
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
MCP server exposing MarkItDown's file-to-Markdown conversion (PDF, Office, images, audio) to agents.
Curated reference MCP server implementations (Filesystem, Fetch, Git, Memory, Sequential Thinking, Everything) maintained by the Model Context Protocol steering group to demonstrate MCP features and SDK usage.
Open-source MCP server (formerly Gen AI Toolbox for Databases) that securely connects AI agents and MCP clients to databases like AlloyDB, Spanner, Cloud SQL, BigQuery, and self-managed Postgres/MySQL.
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
MCP server for mobile automation and scraping across iOS, Android, emulators, simulators and real devices.
An MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you.
MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed answers from Gemini. Persistent auth, library management,…
Official Notion MCP server giving AI tools secure access to a Notion workspace; a hosted remote variant is offered at https://mcp.notion.com/mcp via OAuth.
A self-hosted auth/connector gateway linking 1,000+ SaaS providers to AI agents via MCP, SDK, CLI, HTTP, and OpenAPI.
MCP server that gives agents structured browser automation via Playwright's accessibility tree.
Official MCP server that lets LLMs perform CRUD operations over a Supabase/PostgREST REST API and convert SQL queries to PostgREST syntax, ideal for connecting end users to your app's data.
Apple/WebKit's official MCP server for driving Safari — built into safaridriver, shipping in Safari Technology Preview.
Official Model Context Protocol server that connects AI coding assistants to Sentry's API for searching issues, retrieving events, and debugging production errors; hosted remotely at mcp.sentry.dev.
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities: the IDE for your agent.
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension…
Official Model Context Protocol server exposing Stripe payments, billing, and docs/knowledge-base tools to AI agents, runnable locally via npx or as a hosted remote server at https://mcp.stripe.com.
Official MCP server that connects AI assistants like Cursor, Claude, and Windsurf to your Supabase projects to manage tables, query data, deploy edge functions, and handle config.
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single…
Vercel's official remote MCP server with OAuth, letting AI tools securely search docs and manage Vercel projects, deployments, and logs.
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.