I kept running into the same problem while building with agents:
The page is public. A browser can read it. But my agent gets blocked, redirected, rate-limited, or handed a shell of HTML with no useful content.
There was already a fun project in this space: insane-search. It is clever, aggressive, and useful, but the original workflow is centered around Claude Code.
I wanted the same kind of public-web resilience as a regular MCP server, so any MCP-compatible client could call it.
That became unlimited-search.






