Find semantic gaps
Catch contracts that validate cleanly but leave agents guessing when, why, and how to call an operation.
Paste, upload, or import a public OpenAPI URL, then measure whether an AI agent can discover the right operation, construct it correctly, and interpret the result safely.
CRITICAL response schema missing
/paths/~1invoices/post/responses/200HIGH mutation semantics unclear
/paths/~1invoices/postEvery result is traceable to a stable rule, an exact JSON Pointer, and a clear impact on agent behavior.
Catch contracts that validate cleanly but leave agents guessing when, why, and how to call an operation.
Receive RFC 6902 patches only when a change can be derived mechanically—never invented business semantics.
Generate focused candidate tool bundles with collision-safe names, input schemas, and explicit mutation risk.
Paste, upload, or import a public URL for an OpenAPI 3.0 or 3.1 contract. Your document is processed in memory and never saved.
Load a focused contract, run the free score, and compare what passes with the gaps an agent would encounter.
Run the score to reveal structural gaps, ambiguous operations, unsafe mutations, and weak response contracts.
Pay programmatically over HTTP with x402 test USDC. Get every finding, safe patch, MCP bundle, and deterministic receipt hash. No mainnet funds are used.
Integrate the endpoint →