Zotero Plugins Atlas
Plugins / AI & summaries

ScholarPop

by excellentenough · github.com/excellentenough/ScholarPop

Explains selected PDF text with AI using the surrounding paper as context.

ScholarPop has Atlas grade A (recommended) because every code check came out low. It works with Zotero 7–10. Last checked 6 Nov 2026.

AI & summariesReading & PDFs
View source
Downloads a .xpi file (0.01 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.
120
DownloadsAll-time downloads of its release files from GitHub, counting every update. Installs from elsewhere aren't counted.
134
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.
5
ContributorsPeople who have committed code to the repository.
1
LicenceThe licence the code is published under, as GitHub reports it.
MIT
A
Atlas gradeRecommended
because every code check came out low
Applies to v0.2.3, released 31 Oct 2026Code checked · not yet tested in a live Zotero
Documentation in Chinese onlyOur summary is in English, but the plugin's own docs and support are in Chinese.
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 excellentenough 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 1 group.LowLow concern: normal for plugins that do this job. Listed so you know.
AI services (3)
api.deepseek.comapi.moonshot.cnapi.openai.com
Where we found it
api.deepseek.combootstrap.js · line 231
{ name: "DeepSeek", baseurl: "https://api.deepseek.com/v1", model: "deepseek-chat" },
api.moonshot.cnbootstrap.js · line 230
{ name: "Moonshot（Kimi）", baseurl: "https://api.moonshot.cn/v1", model: "kimi-k2.6" },
api.openai.combootstrap.js · line 232
{ name: "OpenAI（GPT）", baseurl: "https://api.openai.com/v1", model: "gpt-4o-mini" },
Powerful capabilitiesStores API keys or passwords, and 1 moreLowLow concern: normal for plugins that do this job. Listed so you know.
Low concern (2)
Stores API keys or passwordsWorks with files on your computer
Before you installShown, not gradedFacts to help you decide. They don't change the grade.
Works withZotero 7, 8, 9, 10 · not 11 betaUpdates automatically
Zotero 7 ✓ worksZotero 8 ✓ worksZotero 9 ✓ worksZotero 10 ✓ worksZotero 11 beta ✗ doesn't work
What you'll needNothing extra detectedDetected automatically from its code
No further detail for this area yet.
MaintenanceActive · last release 31 Oct 20261 contributor
No further detail for this area yet.
LanguagesDocumentation in Chinese onlyInterface language not declared
No further detail for this area yet.
We report what we found in the code. Open any area for the evidence.How we gradeReport a problem

What it does

Written by AI from the README

Explains selected PDF text with AI using the surrounding paper as context. You can also draw a box over a formula or figure for a vision model to explain. Supports follow-up chat. Needs an API key.

Explaining a hard passage normally means copying it into a chatbot. Works with Kimi, DeepSeek, OpenAI or any OpenAI-compatible service, and is mainly written for Chinese-speaking users.

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 1 group.

AI services (3)
api.deepseek.comapi.moonshot.cnapi.openai.com
Evidence · file and line
api.deepseek.combootstrap.js · line 231
{ name: "DeepSeek", baseurl: "https://api.deepseek.com/v1", model: "deepseek-chat" },
api.moonshot.cnbootstrap.js · line 230
{ name: "Moonshot（Kimi）", baseurl: "https://api.moonshot.cn/v1", model: "kimi-k2.6" },
api.openai.combootstrap.js · line 232
{ name: "OpenAI（GPT）", baseurl: "https://api.openai.com/v1", model: "gpt-4o-mini" },

Forks and copies

No forks listed.

The developer's response

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.

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Install ScholarPop
ARecommended
  1. 1Download the plugin fileDownload v0.2.3.xpi · 0.01 MB
  2. 2In Zotero, open Tools › Plugins
  3. 3Click the gear, choose Install Plugin From File… and pick the file
Step-by-step guide with pictures