Servers by @jgravelle
All 4 servers published to the MCP Registry under the io.github.jgravelle namespace.
jCodemunch MCP
Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.
PyPI
jDataMunch MCP
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
PyPI
jDocmunch MCP
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
PyPI
jmunch-mcp
Transparent MCP proxy. Turns fat tool responses into queryable handles: 88-99% fewer tokens.
PyPI