Discoverability

The Best AI Tool You’ll Never Find

An MCP server that lets AI agents screen markets in plain English is a brilliant idea — and it might as well not exist. The real bottleneck in the AI agent ecosystem isn’t technical capability; it’s discoverability. Servers are scattered across GitHub, X, and personal sites with no registry, no directory, no map. The projects that win won’t have the best code — they’ll have solved distribution first.