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.
Connect in a minute
Pick your assistant and follow the steps.
- 1Open Settings, then Connectors
- 2Click Add custom connector
- 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.
- 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.
Prefer plain HTTP?
The same data as JSON. Any page also comes back as Markdown, and llms.txt sums it all up.









