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com.ainetcafe/netcafe-docs vs io.github.Couchbase-Ecosystem/mcp-server-couchbase

com.ainetcafe/netcafe-docs is an MCP server published by ainetcafe.com. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.Couchbase-Ecosystem/mcp-server-couchbase is an MCP server published by Couchbase-Ecosystem. Marketplaces we read that list it: 3 (Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers)). As of our marketplace pass on 2026-10-25. 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
Marketplacecom.ainetcafe/netcafe-docsio.github.Couchbase-Ecosystem/mcp-server-couchbase
Official MCP Registry Listed
Version: 1.1.0
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
Listed, marked deprecated
Version: 0.8.0
Downloads/month (PyPI): 1 200
Downloads/week (PyPI): 261
Forks (GitHub): 34
Stars (GitHub): 34
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:85a104706d8b
Forks (GitHub): 34
Pulls (Docker Hub): 36 878
Stars (Docker Hub): 4
Stars (GitHub): 34
Not marked · First seen
PyPI (MCP servers) Not listed Listed
Version: 1.0.1.post1
Downloads/month (PyPI): 1 200
Downloads/week (PyPI): 261
Forks (GitHub): 34
Stars (GitHub): 34
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

com.ainetcafe/netcafe-docs vs io.github.Couchbase-Ecosystem/mcp-server-couchbase
Factcom.ainetcafe/netcafe-docsio.github.Couchbase-Ecosystem/mcp-server-couchbase
Marketplaces that list it (differs)1 (worse)3 (better)
Stars (GitHub) (differs)1 (worse)34 (better)
Pulls (Docker Hub) (differs)No figure on Docker Hub36 878
Forks (GitHub) (differs)0 (worse)34 (better)
Last releaseNot publishedNot published
Where it runs (differs)Remote server (ainetcafe.com/mcp/docs)On your machine (couchbase-mcp-server)
Transport (differs)Streamable HTTPstdio
Tools it declares (differs)Not published20
Environment variables it asks for (differs)Not published33, secrets among them: 1
Licence (differs)Not statedApache-2.0
Repository (differs)github.com/mario03690/ai-netcafegithub.com/couchbase-ecosystem/mcp-server-couchbase
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Not responding since 2026-10-15no remote endpoint we check

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

com.ainetcafe/netcafe-docs

In its own words, on Official MCP Registry:

Statements, invoices, tables, ledgers — every result carries its own arithmetic proof.

io.github.Couchbase-Ecosystem/mcp-server-couchbase

In its own words, on Official MCP Registry:

Couchbase Model Context Protocol Server to interact with Couchbase clusters

How to run each

com.ainetcafe/netcafe-docs

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

io.github.Couchbase-Ecosystem/mcp-server-couchbase As a local MCP server: PyPI package

Claude Code
claude mcp add --env "CB_PASSWORD=<YOUR_CB_PASSWORD>" --transport stdio mcp-server-couchbase -- uvx couchbase-mcp-server

Requires: CB_PASSWORD (secret)

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

Only com.ainetcafe/netcafe-docs has a remote endpoint we check. How we check endpoints

Tools each declares

The marketplaces of com.ainetcafe/netcafe-docs publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of com.ainetcafe/netcafe-docs publish no settings it asks for, so we do not compare settings.

What it can do: com.ainetcafe/netcafe-docs · What it can do: io.github.Couchbase-Ecosystem/mcp-server-couchbase · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Package data comes from the Python Package Index (pypi.org). 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