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Head to head

Zotero 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.

Zotero MCPio.github.54yyyu/zotero-mcp
C
No reviews yet

Search, read, annotate, and add to your Zotero research library, local or web.

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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 65).

 Zotero MCPOctocode
User ratingNo reviews yetNo reviews yet
Safety gradeC65/100A94/100
AdoptionEstablishedEstablished
GitHub stars5.1k475
Downloads / week–467
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITApache-2.0
Last release2026-09-152026-09-18
CategoryWeb searchWeb search

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