Catalog › io.github.jgravelle/jmunch-mcp
Not measured yet jmunch-mcp runs locally (installed package), so Faceabot cannot measure it over the network.
En français : Pas encore mesuré. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.
Transparent MCP proxy. Turns fat tool responses into queryable handles: 88-99% fewer tokens.
Source: official MCP registry (registry.modelcontextprotocol.io) · version 0.2.3 · publisher website{
"mcpServers": {
"jmunch-mcp": {
"command": "uvx",
"args": [
"jmunch-mcp"
]
}
}
}Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.jgravelle/jmunch-mcp"} on https://faceabot.com/api/mcp. — Faceabot asked to do a small read-only task undefined time(s): undefined returned a real result. Last result: .
{}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.No measurement yet.
initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.
Package pypi :jcodemunch-mcp · website · measurements and detailsTabular data retrieval. Index CSV/Excel, query rows, aggregate. 99%+ savings vs raw file reads.
Package pypi :jdatamunch-mcp · website · measurements and detailsSection-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
Package pypi :jdocmunch-mcp · website · measurements and detailsFind tools similar to jmunch-mcp →
Show your measured reliability on your README or website:
[](https://faceabot.com/tools/io.github.jgravelle/jmunch-mcp)Data in JSON: /api/catalog?id=io.github.jgravelle/jmunch-mcp · Stop probes:
POST /api/reliability/opt-outAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data · Add Faceabot to your AI · Help · Privacy · Terms