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Head to head

Zotero MCP vs Papersgpt For Zotero

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
B
No reviews yet

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

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Papersgpt For Zoteroio.github.papersgpt/papersgpt-for-zotero
B
No reviews yet

Professional AI research tool for Zotero: chat with PDFs, whole-library search, Literature Radar, AutoPilot. 30+ LLMs or local models; built-in MCP server.

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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 Zotero MCP (83/100 against 70). Zotero MCP has noticeably more public adoption.

 Zotero MCPPapersgpt For Zotero
User ratingNo reviews yetNo reviews yet
Safety gradeB83/100B70/100
AdoptionWidely usedEstablished
GitHub stars5.4k2.7k
Downloads / week6.5k–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITAGPL-3.0
Last release2026-10-082026-10-22
CategoryWeb searchWeb search

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