Ext Ops Panel
Open dashboard
Comparison

academic-research vs Zotero MCP

academic-research is no longer listed on any marketplace we read: these are its last known data, as of 2026‑11‑06.

academic-research is a plugin bundle for AI coding tools published by Mikko Rönkkö. No marketplace we read lists it any more. Zotero MCP is an MCP server published by kujenga. Marketplaces we read that list it: 2 (Official MCP Registry, PyPI (MCP servers)). As of our marketplace pass on 2026-11-11. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplaceacademic-researchZotero MCP
Community marketplace mronkko/claude-academic-research Removed on 2026-11-06
Version: 0.32.2
Forks (GitHub): 17
Stars (GitHub): 29
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.3.1
Downloads/month (PyPI): 4 361
Downloads/week (PyPI): 1 095
Forks (GitHub): 26
Stars (GitHub): 162
Not marked · First seen
PyPI (MCP servers) Not listed Listed
Version: 0.3.1
Downloads/month (PyPI): 4 361
Downloads/week (PyPI): 1 095
Forks (GitHub): 26
Stars (GitHub): 162
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

academic-research vs Zotero MCP
Factacademic-researchno longer listed · Zotero MCP
Marketplaces that list it (differs)02
Stars (GitHub) (differs)29162
Forks (GitHub) (differs)1726
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleOn your machine (zotero-mcp)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published4, secrets among them: 1
Parts of the bundle (differs)15Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/mronkko/claude-academic-researchgithub.com/kujenga/zotero-mcp
Changes in the last 7 days (differs)20
First seen (differs)2026-10-292026-10-11

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of academic-research

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • co-researcher

    Academic research plugin for Claude Code: literature reviews, systematic reviews, peer review and citation checking, with every citation verified against OpenAlex, arXiv and…

    by poemswe · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • literature-review

    Literature search, systematic reviews, citation management and reference managers.

    by Kalaris Labs · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • claude-scholar

    Semi-automated research assistant with skills for literature review, experiments, analysis, writing, and project knowledge management

    by Galaxy-Dawn · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • research

    Research workflow framework with 9 specialized agents for discovery, acquisition, synthesis, citation management, GRADE quality assessment, and OAIS-compliant archival.

    by AIWG Contributors · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • content-analysis

    Scientific content analysis for academic research. Supports the full workflow from research question to publication-ready output: codebook development, qualitative and…

    by PeterMalmkjaer · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • research-essentials

    Everything for writing and publishing research: paper writing, journal formats, literature review, citations, ideation and figures.

    by Kalaris Labs · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

academic-research

In its own words, on Community GitHub marketplaces:

Rule-books and procedures for academic research with Claude Code: MCP-grounded citations, empirical integrity, systematic reviews, Zotero operations, and a parallel-critic manuscript revision loop.

Zotero MCP

In its own words, on Official MCP Registry:

Search your Zotero library, retrieve item metadata, and read full text from AI assistants.

How to run each

academic-research

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

Zotero MCP As a local MCP server: PyPI package

Claude Code
claude mcp add --env "ZOTERO_API_KEY=<YOUR_ZOTERO_API_KEY>" --transport stdio zotero-mcp -- uvx zotero-mcp

Requires: ZOTERO_API_KEY (secret)

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

The marketplaces of academic-research publish no settings it asks for, so we do not compare settings.

What it can do: academic-research · What it can do: Zotero MCP · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built