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Head to head

Paparats – Local Semantic Code Search MCP vs Marm

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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Marmio.github.Lyellr88/marm-mcp-server
A
No reviews yet

Universal MCP Server with advanced AI memory capabilities and semantic search.

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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 Marm (92/100 against 74). Marm has noticeably more public adoption.

 Paparats – Local Semantic Code Search MCPMarm
User ratingNo reviews yetNo reviews yet
Safety gradeB74/100A92/100
AdoptionGrowingEstablished
GitHub stars11383
Downloads / week99532
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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