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Head to head

Paparats – Local Semantic Code Search MCP vs Octocode

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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Octocodeio.github.Muvon/octocode
A
No reviews yet

AI-powered code indexer with semantic search and knowledge graphs

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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 Octocode (94/100 against 74). Octocode has noticeably more public adoption.

 Paparats – Local Semantic Code Search MCPOctocode
User ratingNo reviews yetNo reviews yet
Safety gradeB74/100A94/100
AdoptionGrowingEstablished
GitHub stars11475
Downloads / week99404
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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