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Head to head

Paparats – Local Semantic Code Search MCP vs M3 Memory

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

Paparats – Local Semantic Code Search MCPio.github.IBazylchuk/paparats-mcp
B
No reviews yet

Local-first semantic code search across all your repos. Private context for AI coding assistants.

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M3 Memoryio.github.skynetcmd/m3-memory
A
No reviews yet

Local-first memory — 100+ tools, 99.2% LongMemEval-S retrieval@10, hybrid search, GDPR, no cloud.

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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 M3 Memory (92/100 against 74).

 Paparats – Local Semantic Code Search MCPM3 Memory
User ratingNo reviews yetNo reviews yet
Safety gradeB74/100A92/100
AdoptionGrowingEstablished
GitHub stars1125
Downloads / week991.7k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITApache-2.0
Last release2026-09-032026-09-19
CategoryWeb searchWeb search

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