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Head to head

jCodemunch MCP vs Naag

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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Naagio.github.pipeworx-io/naag
B
No reviews yet

State attorney-general multistate enforcement, from the National Association

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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 Naag (77/100 against 66). Naag is hosted and callable through the gateway; jCodemunch MCP runs on your own machine. jCodemunch MCP has noticeably more public adoption.

 jCodemunch MCPNaag
User ratingNo reviews yetNo reviews yet
Safety gradeC66/100B77/100
AdoptionEstablishedGrowing
GitHub stars2.7k0
Downloads / week6.0k
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools40
Write actions5
Price per callFreeFree
LicenceNOASSERTIONMIT
Last release2026-09-192026-09-19
CategoryEverything elseEverything else

Other comparisons

jCodemunch MCP vs Naag: which MCP server should you use? · mcp.market