Papersgpt For Zotero MCP Server
by papersgptProfessional AI research tool for Zotero: chat with PDFs, whole-library search, Literature Radar, AutoPilot. 30+ LLMs or local models; built-in MCP server.
Papersgpt For Zotero is an open-source mcp server by papersgpt, written mainly in JavaScript, with 2,687 GitHub stars and the AGPL-3.0 license. Its code was last updated Oct 22, 2026.
Scan summary: scanned Nov 5, 2026 at commit 5cbbf21. Seen able to run shell commands. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
5cbbf21 · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.Dependency audit0 known vulnerabilitiespassPassed. This check ran and found nothing it flags.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Flagged. This check found an issue. See the findings below.BuildfailFlagged. This check found an issue. See the findings below.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Boot & handshaken/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (5)
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
scripts/start.js:25 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
scripts/stop.js:6 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
scripts/stop.js:8 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environmentn incorrect (and potentially broken) dependency resolution. npm error npm error npm error For a full report see: npm error /tmp/home/.npm/_logs/2026-11-05T18_49_10_704Z-eresolve-report.txt npm error A complete log of this run can be found in: /tmp/home/.npm/_logs/2026-11-05T18_49_10_704Z-debug-0.log
- lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
registry.npmjs.org
While running
Not run — the code wasn't started in this scan
Automated result for the commit shown. See our scan policy. View the scan log
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| Name | Stars | Licence | Last updated | Scan |
|---|---|---|---|---|
| Papersgpt For Zotero (this page) papersgpt | 2.7k | AGPL-3.0 | Oct 22, 2026 | Scanned, no flagged issues |
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