Share displayed method names with direct registration, support explicit multi-name selection and unmatched terms, and cache immutable schema conversions by schema identity. Export input-side schemas so defaulted fields stay optional; verify both actual MCP catalogs and named contracts before repeating the unchanged model task. Co-authored-by: gensokyo-dev <[email protected]> Co-authored-by: Kaoru0822 <[email protected]>