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Documentation vs Paparats – Local Semantic Code Search MCP

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

Documentationio.github.andrea9293/mcp-documentation-server
A
No reviews yet

Local-first document management and semantic search for AI coding agents

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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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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours Documentation (92/100 against 74).

 DocumentationPaparats – Local Semantic Code Search MCP
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100B74/100
AdoptionEstablishedGrowing
GitHub stars34411
Downloads / week9699
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools
Write actions
Price per callFreeFree
LicenceMITMIT
Last release2026-08-272026-09-03
CategoryWeb searchWeb search

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