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Head to head

Zotero MCP vs socraticode

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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socraticodeio.github.giancarloerra/socraticode
C
No reviews yet

MCP server for enterprise local codebase indexing, semantic search, and code dependency 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. Both score close on the safety scan (65 and 65 out of 100).

 Zotero MCPsocraticode
User ratingNo reviews yetNo reviews yet
Safety gradeC65/100C65/100
AdoptionEstablishedEstablished
GitHub stars5.1k3.3k
Downloads / week–5.2k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITAGPL-3.0
Last release2026-09-152026-09-17
CategoryWeb searchWeb search

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