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Beta

For AI agents

Launchef, inside your AI assistant

Ask what launched today or find a tool for any job, right from your assistant. Free, no account, read-only.

Works with

Connect in a minute

Pick your assistant and follow the steps.

Open Claude connectorsThen follow the steps below.
  1. 1Open Settings, then Connectors
  2. 2Click Add custom connector
  3. 3Paste the server URL
    MCP server URL: https://launchef.com/mcp

What you can ask

Ask in your own words. Your assistant picks the right tool.

What Agent-ready means

We check each launch's website for five things AI agents use.

Pass any 3 and the launch gets the purple bot beside its name.
  • llms.txtA plain summary of the site for AI models, at /llms.txt.
  • Markdown pagesPages come back as Markdown when an agent asks for text/markdown.
  • API descriptionAn API catalog at /.well-known/api-catalog, or an OpenAPI file.
  • MCP serverAn MCP server agents can connect to, listed in /.well-known/mcp.json or llms.txt.
  • Open to AI crawlersrobots.txt lets GPTBot, ClaudeBot and other AI crawlers read the site.

Makers: add what's missing and the bot follows within a week, or right away when you edit your launch.

Agent-ready launches

Most upvoted first.

Loading Agent-ready launches

Prefer plain HTTP?

The same data as JSON. Any page also comes back as Markdown, and llms.txt sums it all up.