Existing APIs and discovery tooling are optimized for human developers—comprehensive documentation, feature lists, human-readable onboarding—while agents require predictable response schemas, autonomous capability negotiation, and minimal documentation overhead. This mismatch creates systematic friction at every agent-API integration point and prevents the emergence of an agent-native service layer. A two-sided discovery and benchmarking network where agents and API providers find each other at scale does not yet exist.

APIs today are documented for humans to read, forcing agent builders to manually parse docs, guess schemas, and hardcode integrations — creating massive friction that blocks autonomous agent-to-service composition at scale.

API providers wanting agent-driven traffic and agent framework developers (LangChain, CrewAI, AutoGen users) who need their agents to autonomously discover and bind to services.

API providers already pay for distribution on RapidAPI and marketplace listings; agent builders already waste days wiring each integration — a machine-readable registry with live contract testing lets both sides skip the pain, and the value compounds with every new listing.

MVP is a registry where API providers submit a standardized agent-capability manifest (JSON-LD schema describing endpoints, auth flows, rate limits, response contracts) plus a lightweight SDK that lets agents query the registry, negotiate capabilities, and validate responses against benchmarked contracts — ship in 4-6 weeks using existing schema standards.

The API management market is ~$7B growing 30%+ annually; capturing even the agent-native discovery slice as agents become primary API consumers represents a multi-billion dollar coordination layer.