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Head to head

CodeCartographer vs jCodemunch MCP

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

CodeCartographerio.github.HuginnIndustries/codecartographer
A
No reviews yet

Turn an unfamiliar codebase into validated architecture, contracts, and a reimplementation spec.

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jCodemunch MCPio.github.jgravelle/jcodemunch-mcp
C
No reviews yet

Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours CodeCartographer (91/100 against 66). jCodemunch MCP has noticeably more public adoption.

 CodeCartographerjCodemunch MCP
User ratingNo reviews yetNo reviews yet
Safety gradeA91/100C66/100
AdoptionGrowingEstablished
GitHub stars42.7k
Downloads / week–6.0k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITNOASSERTION
Last release2026-09-182026-09-19
CategoryEverything elseEverything else

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