Ext Ops Panel
Open dashboard
Comparison

Calypso Multimodal RAG MCP vs Document corpus

Calypso Multimodal RAG MCP is an MCP server published by calypso-so. Marketplaces we read that list it: 1 (Official MCP Registry). Document corpus is an MCP server published by jorgell23-sys. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-05. 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
MarketplaceCalypso Multimodal RAG MCPDocument corpus
Official MCP Registry Listed
Version: 3.0.0
Downloads/month (npm): 239
Downloads/week (npm): 34
Forks (GitHub): 0
Stars (GitHub): 2
Not marked · First seen
Listed
Version: 1.31.0
Downloads/month (PyPI): 3 036
Downloads/week (PyPI): 327
Forks (GitHub): 0
Stars (GitHub): 2
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

Calypso Multimodal RAG MCP vs Document corpus
FactCalypso Multimodal RAG MCPDocument corpus
Marketplaces that list it11
Stars (GitHub)22
Forks (GitHub)00
Last releaseNot publishedNot published
Where it runs (differs)On your machine (@calypsohq/multimodal-rag-mcp-server)On your machine (mdcx)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks for2, secrets among them: 12, secrets among them: 1
LicenceNot statedNot stated
Repository (differs)github.com/calypso-so/calypso-mcp-servergithub.com/jorgell23-sys/mdcx
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

Calypso Multimodal RAG MCP

In its own words, on Official MCP Registry:

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

Document corpus

In its own words, on Official MCP Registry:

Query a verified document collection: passages that answer a question, with their source.

How to run each

Calypso Multimodal RAG MCP As a local MCP server: npm package

Claude Code
claude mcp add --env "CALYPSO_API_KEY=<YOUR_CALYPSO_API_KEY>" --transport stdio multimodal-rag-mcp-server -- npx -y @calypsohq/multimodal-rag-mcp-server

Requires: CALYPSO_API_KEY (secret)

Document corpus As a local MCP server: PyPI package

Claude Code
claude mcp add --env "MDCX_FILE=<YOUR_MDCX_FILE>" --env "MDCX_KEY=<YOUR_MDCX_KEY>" --transport stdio markdown-document-search -- uvx mdcx -m mdcx.mcp_server

Requires: MDCX_FILE, MDCX_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 Calypso Multimodal RAG MCP asks for

  • CALYPSO_API_BASE_URL
  • CALYPSO_API_KEY (secret)

Only Document corpus asks for

  • MDCX_FILE
  • MDCX_KEY (secret)

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

What it can do: Calypso Multimodal RAG MCP · What it can do: Document corpus · Compare two other plugins

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