Zotero MCP Server
The DocsAgent Zotero MCP Server 5.0.1 ships a JavaScript shell and a Python shell over a resident C++ search core. Index 10,000+ PDFs, search in ~20 ms, connect Claude Code, Cursor, Codex, Gemini CLI or any MCP client — with Zotero closed — and search local Obsidian vaults and Apple Notes alongside.
Zotero 10 Plugin Compatibility: What Works, What Broke, and How to Fix It
Zotero 10 is out — and most plugins have caught up, but not all. Here's the September 2026 compatibility status of the major Zotero plugins, how to check your own library before upgrading, and step-by-step fixes when a plugin breaks after the update.
PapersGPT Performance Benchmark: Index 1,500+ PDFs in Minutes, Retrieve Results in Milliseconds
Real benchmark numbers: PapersGPT indexes 1,506 Zotero PDFs (4.5GB) in just 141 seconds on an Intel i9 Mac with only 227MB of memory, retrieves answers in ~15ms, and runs comfortably inside a 4C8G Windows VM. See why it's the fastest local AI research tool.
Zotero 10 Is Here: What's New, What's Still Missing, and Which Plugins Lag Behind
Zotero 10 just shipped with a redesigned advanced search, multi-collection selection, batch editing, undo, and Reading Mode for PDFs. Here's what's new, what's still missing, and why some plugins (like Aria) haven't caught up yet.
Top 5 Zotero AI Plugins in 2026: PapersGPT vs Zotero GPT vs SciSpace
Looking for the best Zotero AI plugin? We compare PapersGPT, Zotero GPT, SciSpace, Beaver, and llm-for-zotero in 2026 across privacy, multi-PDF chat, and ease of use.
