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Memory (Reference) vs Japan Business Data

Memory (Reference) is an MCP server published by modelcontextprotocol. Marketplaces we read that list it: 1 (Docker MCP Catalog). Japan Business Data is an MCP server published by matanemaboroshi. 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

Where each is published
MarketplaceMemory (Reference)Japan Business Data
Docker MCP Catalog Listed
Version: sha256:db0c2db07a44
Forks (GitHub): 11 793
Pulls (Docker Hub): 557 567
Stars (Docker Hub): 26
Stars (GitHub): 91 324
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.0
No figure published
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

Memory (Reference) vs Japan Business Data
FactMemory (Reference)Japan Business Data
Marketplaces that list it11
Stars (GitHub) (differs)91 324No figure on GitHub
Pulls (Docker Hub) (differs)557 567No figure on Docker Hub
Forks (GitHub) (differs)11 793No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/memory)Remote server (japan-business-data.mcpize.run)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)9Not published
Environment variables it asks forNot publishedNot published
Licence (differs)NOASSERTIONNot stated
Repository (differs)github.com/modelcontextprotocol/serversNot stated
Changes in the last 7 days (differs)02
First seen (differs)2026-10-112026-10-14
Endpoint at the last check (differs)no remote endpoint we checknot 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

Memory (Reference)

In its own words, on Docker MCP Catalog:

Knowledge graph-based persistent memory system.

Japan Business Data

In its own words, on Official MCP Registry:

Normalize and romanize Japanese addresses, look up postal codes, count Japanese business days.

How to run each

Memory (Reference) As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio memory -- docker run -i --rm mcp/memory

Japan Business Data As a remote MCP server

Claude Code
claude mcp add --transport http japan-business-data https://japan-business-data.mcpize.run --header "Authorization: Bearer <YOUR_API_KEY>"

Requires: Authorization header

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of Japan Business Data publish no list of tools, so we do not compare tools.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: Memory (Reference) · What it can do: Japan Business Data · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. 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