paper-review-system vs ScholarMuse
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). ScholarMuse is an MCP server published by TopLocalAI. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-17. 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 |  ScholarMuse |
|---|---|---|
| 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: 1.0.0 Forks (GitHub): 0 Stars (GitHub): 0 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 | ScholarMuse |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 2 (better) | 0 (worse) |
| Forks (GitHub) | 0 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (scholarmuse.ai/mcp) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | 2, secrets among them: 1 | Not published |
| 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 | github.com/toplocalai/scholarmuse-mcp |
| Changes in the last 7 days (differs) | 0 | 2 |
| First seen (differs) | 2026-10-11 | 2026-10-15 |
| Endpoint at the last check (differs) | no remote endpoint we check | not checked yet |
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.
ScholarMuse
Academic papers, reference verification and research data for AI agents.
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-communityScholarMuse As a remote MCP server
claude mcp add --transport http scholarmuse https://scholarmuse.ai/mcpCommands 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 ScholarMuse publish no settings it asks for, so we do not compare settings.
What it can do: paper-review-system · What it can do: ScholarMuse · 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.