"author:Yalakala-Naveen" matching MCP servers:

Enables agents and orchestrators to deterministically verify sub-agent outputs inside the loop, catching placeholders, unbacked claims, stale state, count mismatches, and missing components before acting on claimed completion. It also supports failure reports and hash-chained verification receipts.