jgravelle

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The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.

Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.

Transparent MCP proxy. Turns fat tool responses into queryable handles: 88-99% fewer tokens.