About

A federation of tools that run themselves.

Self-healing, local-first AI systems and data tools that run themselves.

What we build

Public-data MCP servers, Apify Actors, local-first shell tools, and a 3D headquarters for bot teams. Every module is meant to be useful on its own and easy to find from here.

How we list work

Free and paid editions of the same tool always name each other and say how to switch. Live prices stay on the store listing. This site does not invent links, stats, or prices.

This website is the public catalog for the Federation. The official site is https://pandafederation.com/.