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io.github.Couchbase-Ecosystem/mcp-server-couchbase vs Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents

io.github.Couchbase-Ecosystem/mcp-server-couchbase is an MCP server published by Couchbase-Ecosystem. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents is an MCP server published by Perseus-Computing-LLC. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. 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
Marketplaceio.github.Couchbase-Ecosystem/mcp-server-couchbasePerseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents
Official MCP Registry Listed, marked deprecated
Version: 0.8.0
Downloads/month (PyPI): 1 200
Downloads/week (PyPI): 247
Forks (GitHub): 34
Stars (GitHub): 34
Not marked · First seen
Listed, marked deprecated
Version: 2.15.0
No figure published
Not marked · First seen
Docker MCP Catalog Listed
Version: sha256:85a104706d8b
Forks (GitHub): 34
Pulls (Docker Hub): 36 654
Stars (Docker Hub): 4
Stars (GitHub): 34
Not marked · First seen
Not listed

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

io.github.Couchbase-Ecosystem/mcp-server-couchbase vs Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents
Factio.github.Couchbase-Ecosystem/mcp-server-couchbasePerseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents
Marketplaces that list it (differs)2 (better)1 (worse)
Stars (GitHub) (differs)34No figure on GitHub
Pulls (Docker Hub) (differs)36 654No figure on Docker Hub
Forks (GitHub) (differs)34No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (couchbase-mcp-server)On your machine (ghcr.io/perseus-computing-llc/perseus-vault:2.15.0)
Transportstdiostdio
Tools it declares (differs)20Not published
Environment variables it asks for (differs)33, secrets among them: 1Not published
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/couchbase-ecosystem/mcp-server-couchbasegithub.com/perseus-computing-llc/perseus-vault
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

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

Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents

In its own words, on Official MCP Registry:

Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

How to run each

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)

Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio mimir -- docker run -i --rm -v mimir-data:/data ghcr.io/perseus-computing-llc/perseus-vault:2.15.0 serve --db /data/perseus-vault.db

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

Tools each declares

The marketplaces of Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents publish no settings it asks for, so we do not compare settings.

What it can do: io.github.Couchbase-Ecosystem/mcp-server-couchbase · What it can do: Perseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agents · 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. 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