Downloads a .xpi file (0.10 MB). In Zotero, open Tools → Plugins and install it from the file.
In useAn estimate of how many copies of Zotero have it: Zotero downloads each new version once for every copy that has the plugin, so we count the downloads of its most-downloaded recent release. Rounded. Plugins that update from outside GitHub count low.
8
DownloadsAll-time downloads of its release files from GitHub, counting every update. Installs from elsewhere aren't counted.
17
ReleasesVersions published on GitHub. Everyone who has the plugin downloads each one again, which adds up in Downloads.
3
StarsPeople who starred the repository on GitHub: a rough measure of interest.
0
ContributorsPeople who have committed code to the repository.
1
LicenceThe licence the code is published under, as GitHub reports it.
MIT
A
Atlas gradeRecommended
A+AABC
because every code check came out low
Next rung: A+, once we've tested it installed in Zotero 10.
Applies to v0.1.2, released 3 Nov 2026Code checked · not yet tested in a live Zotero
What we found in the codeSets the gradeThe worst finding in these three areas sets the grade.
Code transparencyReadable code; not yet checked against the published sourceThe developer uploaded the release file from the grahmgaydos account. We haven't yet checked whether this file matches the public source code.UnknownWe couldn't check this yet.
Updates
Updates come from this project's GitHub repositoryThe update address offers this version
Where your data goesOnly contacts services we could identify3 addresses in 2 groups.LowLow concern: normal for plugins that do this job. Listed so you know.
AI services (2)
api.anthropic.comapi.openai.comnamed in its codeThe address is in its code, but we didn't trace a request to it. It may be a link or unused.
A dialogue partner in the PDF reader's side pane that reads the paper with your highlights, comments and notes. Pin points from the conversation onto passages as highlight comments, save replies as notes, and compare against other papers. Works with Anthropic, OpenAI or Ollama.
Made for thinking a paper through like a supervision, not for summarising or automating a literature review. Each paper keeps its own conversation.
What you'll need
Detected automatically
We haven't detected any setup requirements. That isn't the same as none: check the developer's README.
Where your data goes
We found: only contacts services we could identify. 3 addresses in 2 groups.
The developer hasn't responded. Developers can reply here, and their reply sits next to our findings.I'm the developer
Ratings and reviews
What people who use it say. This is separate from the grade, which is what the code does, and never changes it.
No ratings yet.
Write a review
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