I found this open-source coding agent which implements this idea of progressive-disclosing of MCP servers through skills.

I used it and seems to work fine. But it doesn't feel like it should work, and the idea is too simple. Given that others implement tool-search with BM25 and other complex approaches for progressive-disclosure, this approach looks too good to be true.

Thoughts?