content-analysis vs Scholar RAG MCP
content-analysis is a plugin bundle for AI coding tools published by PeterMalmkjaer. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). Scholar RAG MCP is an MCP server published by notwhiteblank. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. 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 |  content-analysis |  Scholar RAG MCP |
|---|---|---|
| Claude Code: claude-plugins-community | Listed Version: 1.1.0 Forks (GitHub): 2 Stars (GitHub): 1 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.4.0 Downloads/month (PyPI): 187 Downloads/week (PyPI): 43 Forks (GitHub): 0 Stars (GitHub): 5 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 | content-analysis | Scholar RAG MCP |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 1 (worse) | 5 (better) |
| Forks (GitHub) (differs) | 2 (better) | 0 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (scholar-rag-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 4, secrets among them: 0 |
| Parts of the bundle (differs) | 2 | Not a bundle |
| Licence (differs) | SEE LICENSE | Not stated |
| Repository (differs) | github.com/petermalmkjaer/content-analysis-plugin | github.com/notwhiteblank/scholar-rag-mcp |
| 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
content-analysis
Scientific content analysis for academic research. Supports the full workflow from research question to publication-ready output: codebook development, qualitative and quantitative coding, thematic analysis, and inter-coder reliability assessment. Follows established methodology from Krippendorff, Hsieh & Shannon, Mayring, and Braun & Clarke. Produces structured output files including coded data tables (.xlsx), theme summaries (.md), and reliability reports.
Scholar RAG MCP
Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.
How to run each
content-analysis As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install content-analysis@claude-communityScholar RAG MCP As a local MCP server: PyPI package
claude mcp add --env "SCHOLAR_RAG_CHAT_BASE_URL=<YOUR_SCHOLAR_RAG_CHAT_BASE_URL>" --env "SCHOLAR_RAG_EMBED_BASE_URL=<YOUR_SCHOLAR_RAG_EMBED_BASE_URL>" --env "SCHOLAR_RAG_RERANK_BASE_URL=<YOUR_SCHOLAR_RAG_RERANK_BASE_URL>" --transport stdio scholar-rag-mcp -- uvx scholar-rag-mcpRequires: SCHOLAR_RAG_CHAT_BASE_URL, SCHOLAR_RAG_EMBED_BASE_URL, SCHOLAR_RAG_RERANK_BASE_URL
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 content-analysis publish no settings it asks for, so we do not compare settings.
What it can do: content-analysis · What it can do: Scholar RAG MCP · 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.