jCodemunch MCP MCP
Retrieves code by symbol via tree-sitter. 96.2% fewer tokens per lookup than grep-and-read.
github.com/jgravelle · 4 listed services · provider site
Retrieves code by symbol via tree-sitter. 96.2% fewer tokens per lookup than grep-and-read.
Tabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
Transparent MCP proxy. Turns fat tool responses into queryable handles: 88-99% fewer tokens.
Provider identity is derived from the domain or repository in the source record. If two vendors share a host, they appear together here — that is a limitation of the data, not a statement about ownership.