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Head to head

jCodemunch MCP vs UniFi Gateway

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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UniFi Gatewayio.github.pete-builds/unifi
B
No reviews yet

Safe-by-default UniFi MCP: Network + Protect + Access, multi-site, dry-run, audit log.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (66 and 73 out of 100). jCodemunch MCP has noticeably more public adoption.

 jCodemunch MCPUniFi Gateway
User ratingNo reviews yetNo reviews yet
Safety gradeC66/100B73/100
AdoptionEstablishedGrowing
GitHub stars2.7k23
Downloads / week6.0k–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceNOASSERTIONMIT
Last release2026-09-192026-09-18
CategoryEverything elseEverything else

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