Start from the task
What do you want your AI to do?
Categories describe how the data is shaped. These pages answer the question the way you would actually ask it.
Query a database from your AI
Give your assistant read (or write) access to Postgres, MySQL, SQLite, MongoDB and friends, so it can answer questions about real data instead of guessing at your schema.
12 servers
Let your AI browse the web
Search APIs return text; headless browsers can click, scroll and screenshot. Which you want depends on whether you are gathering facts or driving a UI.
12 servers
Work with GitHub and git
Read issues and pull requests, review diffs, and open PRs without leaving the conversation.
12 servers
Read and write local files
Filesystem servers let the assistant open, edit and organise files outside the editor's own workspace.
11 servers
Connect your notes and docs
Pull your team's written context — specs, runbooks, meeting notes — into the assistant so answers reflect how your organisation actually works.
6 servers
Monitor and deploy from chat
Read logs, inspect infrastructure and trigger deploys across AWS, Cloudflare, Vercel, Sentry and similar.
12 servers
Connect Postgres to your AI
Let your assistant inspect a Postgres schema, run queries and explain results — in Claude, Cursor or VS Code — without pasting tables into the chat.
12 servers
Automate a browser with Playwright
Playwright-based MCP servers let the assistant open pages, click, fill forms, take screenshots and read the accessibility tree — for testing, scraping and end-to-end checks.
12 servers
Use Supabase from your AI
Query tables, manage migrations and inspect auth and storage in a Supabase project from your assistant.
3 servers