zotero-research
Skill4 starsChanged 2 months agoMITView on GitHub
Search and inspect the user's local Zotero library with OmniScholar. Use for collections, bibliographic metadata, notes, annotations, attachments, indexed text, local-paper matching, or selecting a PDF without modifying Zotero.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- Robernetes/zotero-mcptheir own version, first seen Nov 8, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- Robernetes/zotero-mcp★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository9 other files it gives its agents.
- academic-citationSkill
- chemical-dataSkill
- literature-readingSkill
- materials-projectSkill
- obsidian-literature-baseSkill
- omnischolarSkill
- paper-readingSkill
- scholar-searchSkill
- scientific-figureSkill
The file
We split this skill into the rules it gives an agent
8 rules. About 0 are common, 2 are distinctive, and 6 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 9
Follow the user's language.
- Very specific: line 13
Use zotero_collections to list collections, read one collection, or list its top-level items.
- Very specific: line 14
Use zotero_search with DOI first, then distinctive title terms.
- Very specific: line 16
Use zotero_item with mode=item for metadata-only work.
- Very specific: line 17
If several PDFs are available, list their attachment keys and filenames and ask the user to confirm one attachmentKey before parsing or …
- Distinctive: line 18
Treat unavailable or truncated indexed text as incomplete evidence, not an empty paper.
- Very specific: line 20
Use omnischolar_sync action=plan for an explicit managed-output synchronization decision, not as a mandatory parse preflight.
- Very specific: line 22
If Zotero is unavailable, ask the user to start Zotero and enable local application access.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Read-only Zotero research
Follow the user's language. Zotero is strictly GET-only: never create, edit, tag, move, or delete library data.
Workflow
- Use
zotero_collectionsto list collections, read one collection, or list its top-level items. - Use
zotero_searchwith DOI first, then distinctive title terms. Omitqueryor use*to browse; boundlimitand pagination. - Match normalized DOI first. Otherwise compare normalized title, year, and first author. Report ambiguity instead of guessing.
- Use
zotero_itemwithmode=itemfor metadata-only work. Usemode=aggregateonly when notes, annotations, attachments, indexed text, or PDF selection are needed. - If several PDFs are available, list their attachment keys and filenames and ask the user to confirm one
attachmentKeybefore parsing or synchronizing. Never assume similarly named attachments are equivalent. - Treat unavailable or truncated indexed text as incomplete evidence, not an empty paper.
- For necessary structured content, call
omnischolar_parsedirectly after MinerU is configured and the selected PDF upload is authorized. The parse call checks cache or uploads before publication checks. - Use
omnischolar_sync action=planfor an explicit managed-output synchronization decision, not as a mandatory parse preflight.missing,excluded,conflict, andrecovery_requiredeach retain their explicit publication workflow.
If Zotero is unavailable, ask the user to start Zotero and enable local application access. Keep http://127.0.0.1:23119/api on the local machine. If a local item is absent, use scholar-search only when online discovery matches the request.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

