Enrich-Retrieve-Rank: Scaling Capability Discovery Beyond In-Context Routing

Nazib Sorathiya, Daniel Zhang, Bardiya Akhbari

Agent ecosystems now include thousands of MATS components (Models, Agents, Tools, and Skills), yet their discovery still relies on in-context routing. These systems read a registry…