No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by 54yyyu · MCP Server · ★ 5.0k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is zotero-mcp safe to install? View the security audit →
Zotero MCP: Chat with your Research Library—Local or Web—in Claude, ChatGPT, and more. Zotero MCP seamlessly connects your Zotero research library with ChatGPT, Claude, and other AI assistants (e.g., Cherry Studio, Chorus, Cursor) via the Model Context Protocol. Review papers, get summaries, analyze citations, extract PDF annotations, and more! ✨ Features 🧠 AI-Powered Semantic Search Vecto
| Stars | 5,035 |
| Forks | 402 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 76.0289318504576/100 |
| Open Issues | 48 |
| Last Updated | 2026-09-15 |
| Created | 2025-03-22 |
| Platforms | claude-code, mcp, python |
| Est. Tokens | ~17k |
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zotero-mcp is Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.. It is categorized as a MCP Server with 5.0k GitHub stars.
zotero-mcp is primarily written in Python. It covers topics such as claude, mcp, semantic-search.
You can find installation instructions and usage details in the zotero-mcp GitHub repository at github.com/54yyyu/zotero-mcp. The project has 5.0k stars and 402 forks, indicating an active community.
zotero-mcp is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to zotero-mcp on Agent Skills Hub include claude-scholar, papersgpt-for-zotero, mcp-memory-service. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: