A general model may have outdated, incomplete, or incorrect knowledge of Mocean endpoints and fields. It may also guess parameters or apply patterns from another provider.

The Documentation MCP Server gives the agent a direct way to retrieve Mocean-specific API contracts. Mocean Skills add curated implementation instructions and explicit boundaries. This reduces reliance on model memory, but it does not remove the need for developer review and testing.