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Head to head

jCodemunch MCP vs Memory for AI

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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Memory for AIio.github.LonelyTraderBay/memory-for-ai
C
No reviews yet

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

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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 69 out of 100). jCodemunch MCP has noticeably more public adoption.

 jCodemunch MCPMemory for AI
User ratingNo reviews yetNo reviews yet
Safety gradeC66/100C69/100
AdoptionEstablishedGrowing
GitHub stars2.7k0
Downloads / week6.0k463
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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