paper-review-system vs Science AI Journal MCP Server
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). Science AI Journal MCP Server is an MCP server published by SelfPy. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. 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
| Marketplace |  paper-review-system |  Science AI Journal MCP Server |
|---|---|---|
| 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: 0.1.2 Downloads/month (npm): 177 Downloads/week (npm): 16 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
| Fact | paper-review-system | Science AI Journal MCP Server |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 2 | No figure on GitHub |
| Forks (GitHub) (differs) | 0 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (science-ai-mcp-server) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | 2, secrets among them: 1 | 2, secrets among them: 1 |
| Hooks it runs (differs) | 1 | Not published |
| Parts of the bundle (differs) | 11 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/lidapengpeng/paper-review-system | Not stated |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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
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.
Science AI Journal MCP Server
Academic peer-review, research-gap finding, journal recommender, and article writer tools.
How to run each
paper-review-system As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install paper-review-system@claude-communityScience AI Journal MCP Server As a local MCP server: npm package
claude mcp add --env "SCIENCE_AI_API_KEY=<YOUR_SCIENCE_AI_API_KEY>" --transport stdio science-ai-mcp-server -- npx -y science-ai-mcp-serverRequires: SCIENCE_AI_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_MAILTOSEMANTIC_SCHOLAR_API_KEY (secret)
Only Science AI Journal MCP Server asks for
SCIENCE_AI_API_KEY (secret)SCIENCE_AI_BASE_URL
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: Science AI Journal MCP Server · 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.