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Head to head

jCodemunch MCP vs gedfire

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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gedfireio.github.morrillonline/gedfire
A
No reviews yet

GEDCOM CLI and MCP server for AI-assisted family-history research with reviewable changesets.

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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 gedfire (88/100 against 66). jCodemunch MCP has noticeably more public adoption.

 jCodemunch MCPgedfire
User ratingNo reviews yetNo reviews yet
Safety gradeC66/100A88/100
AdoptionEstablishedNew
GitHub stars2.7k1
Downloads / week6.0k–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceNOASSERTIONMIT
Last release2026-09-192026-09-15
CategoryEverything elseEverything else

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