MCP
Official Model Context Protocol servers that give agents real tools.
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.
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.
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.
The fast, Pythonic framework for building MCP servers and clients — the toolkit you build them with, not a server itself.
Microsoft Research's visualization language designed for AI-generated charts, with an MCP server so agents can author and validate charts.
GitHub's official Model Context Protocol server that connects AI agents to GitHub repos, issues, pull requests, and workflows.
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.
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 Anthropic-managed Model Context Protocol project 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.
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.
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.