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paper-review-system vs refcheck

paper-review-system is a plugin bundle for AI coding tools published by lidapengpeng. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). refcheck is an MCP server published by benchoi93. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-27. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplacepaper-review-systemrefcheck
Claude Code: claude-plugins-community Listed
Version: 2.2.0
Forks (GitHub): 0
Stars (GitHub): 2
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.0
Downloads/month (PyPI): 98
Downloads/week (PyPI): 22
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

paper-review-system vs refcheck
Factpaper-review-systemrefcheck
Marketplaces that list it11
Stars (GitHub) (differs)2No figure on GitHub
Forks (GitHub) (differs)0No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleOn your machine (refcheck-mcp)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)2, secrets among them: 15, secrets among them: 4
Hooks it runs (differs)1Not published
Parts of the bundle (differs)11Not a bundle
Licence (differs)MITNot stated
Repository (differs)github.com/lidapengpeng/paper-review-systemgithub.com/umn-choi-lab/refcheck
Changes in the last 7 days00
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

paper-review-system

In its own words, on Claude Code: claude-plugins-community:

Automated academic paper review system for Claude Code. Integrates PDF parsing (marker-pdf + PyMuPDF), reference verification (CrossRef + DBLP + Semantic Scholar), SOTA comparison, and competitive paper analysis within a structured multi-phase review pipeline. Features venue-adaptive review strategies for 15+ top CS conferences (CVPR, NeurIPS, ICML, ICLR, ECCV, ICCV, ACL, AAAI, KDD, MICCAI, etc.), powered by distilled methodologies from 10 senior conference reviewers. Includes 8-dimension scoring, statistical rigor checks, automated quick assessment, rebuttal assistance, and parallel agent-based review architecture. Components: 3 commands (/review-paper, /pre-screen, /rebuttal), 4 specialized agents, 1 skill with 5 reference files, 2 MCP servers (11 tools total), automated dependency checking, and a quick assessment script.

refcheck

In its own words, on Official MCP Registry:

Verify academic citations against real databases. Catches hallucinated references, exports BibTeX.

How to run each

paper-review-system As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install paper-review-system@claude-community

refcheck As a local MCP server: PyPI package

Claude Code
claude mcp add --env "ELSEVIER_INSTTOKEN=<YOUR_ELSEVIER_INSTTOKEN>" --env "ELSEVIER_KEY=<YOUR_ELSEVIER_KEY>" --env "IEEE_API_KEY=<YOUR_IEEE_API_KEY>" --env "S2_API_KEY=<YOUR_S2_API_KEY>" --transport stdio refcheck -- uvx refcheck-mcp

Requires: ELSEVIER_INSTTOKEN (secret), ELSEVIER_KEY (secret), IEEE_API_KEY (secret), S2_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

Only paper-review-system asks for

  • CROSSREF_MAILTO
  • SEMANTIC_SCHOLAR_API_KEY (secret)

Only refcheck asks for

  • CROSSREF_EMAIL
  • ELSEVIER_INSTTOKEN (secret)
  • ELSEVIER_KEY (secret)
  • IEEE_API_KEY (secret)
  • S2_API_KEY (secret)

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: paper-review-system · What it can do: refcheck · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. 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