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Head to head

jCodemunch MCP vs kepil

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

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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kepilio.github.oleg-vdv/kepil
A
No reviews yet

Passport, mandate, fail-closed action gate and tamper-evident journal for AI agents.

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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 kepil (92/100 against 66). jCodemunch MCP has noticeably more public adoption.

 jCodemunch MCPkepil
User ratingNo reviews yetNo reviews yet
Safety gradeC66/100A92/100
AdoptionEstablishedGrowing
GitHub stars2.7k3
Downloads / week6.0k459
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceNOASSERTIONAGPL-3.0
Last release2026-09-192026-09-17
CategoryEverything elseEverything else

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