Comparison

leteo vs io.github.neo4j-contrib/mcp-neo4j-memory

leteo is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑17.

leteo is a plugin bundle for AI coding tools published by Alexis Sanabria Lopez. No marketplace we read lists it any more. io.github.neo4j-contrib/mcp-neo4j-memory is an MCP server published by neo4j-contrib. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). As of our marketplace pass on 2026-11-05. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplace	leteo	io.github.neo4j-contrib/mcp-neo4j-memory
Community marketplace asanabrial/leteo	Removed on 2026-10-17 Version: 0.3.0 Forks (GitHub): 1 Stars (GitHub): 2 Not marked · First seen 2026-10-13	Not listed
Official MCP Registry	Not listed	Listed Version: 1.0.0 Downloads/month (PyPI): 23 826 Downloads/week (PyPI): 7 866 Forks (GitHub): 263 Stars (GitHub): 990 Not marked · First seen 2026-10-11
Docker MCP Catalog	Not listed	Listed Version: sha256:0f04105a1006 Forks (GitHub): 263 Pulls (Docker Hub): 43 636 Stars (Docker Hub): 9 Stars (GitHub): 990 Not marked · First seen 2026-10-11

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

leteo vs io.github.neo4j-contrib/mcp-neo4j-memory
Fact	leteono longer listed · 2026-10-17	io.github.neo4j-contrib/mcp-neo4j-memory
Marketplaces that list it (differs)	0	2
Stars (GitHub) (differs)	2	990
Pulls (Docker Hub) (differs)	No figure on Docker Hub	43 636
Forks (GitHub) (differs)	1	263
Last release	Not published	Not published
Where it runs (differs)	Installs as a plugin bundle	On your machine (mcp-neo4j-memory)
Transport (differs)	Not stated	stdio
Tools it declares (differs)	Not published	9
Environment variables it asks for (differs)	Not published	10, secrets among them: 1
Hooks it runs (differs)	5	Not published
Parts of the bundle (differs)	6	Not a bundle
Licence	MIT	MIT
Repository (differs)	github.com/asanabrial/leteo	github.com/neo4j-contrib/mcp-neo4j
Changes in the last 7 days	0	0
First seen (differs)	2026-10-13	2026-10-11

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of leteo

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

engram

Persistent memory with session tracking, compaction recovery, and Memory Protocol. Gives Claude a brain that survives across sessions.

by Gentleman Programming · Plugin bundle

Listed on: Community GitHub marketplaces · Describes nearly the same job
engram io.github.tstockham96/engram

Intelligent agent memory with automatic extraction, consolidation, and bi-temporal recall.

by tstockham96 · MCP server

Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job
memoose

A dual-path memory system for proactive agents: a typed knowledge graph with evidence, contradictions and supersession, maintained in the background on a small model. No API key…

by Hieu Ngo · Plugin bundle

Listed on: Community GitHub marketplaces · Describes nearly the same job
agent-memory

Persistent memory across context compactions via session dumps, vault search (QMD), and auto-injection

by Kenneth Cavanagh · Plugin bundle

Listed on: Community GitHub marketplaces · Describes nearly the same job
hivemind

Persistent shared memory powered by Deeplake — captures all session activity and provides cross-session, cross-agent memory search

by Activeloop · Plugin bundle

Listed on: Community GitHub marketplaces · Describes nearly the same job
hippo-memory

Make your agent's memory work like a brain. Hippo is long-term memory for coding agents.

by Keith So · Plugin bundle

Listed on: Community GitHub marketplaces · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

leteo

In its own words, on Community GitHub marketplaces:

Persistent memory with session tracking, compaction recovery, and a save protocol. Gives the agent a memory that survives across sessions.

io.github.neo4j-contrib/mcp-neo4j-memory

In its own words, on Official MCP Registry:

MCP Neo4j Knowledge Graph Memory Server

How to run each

leteo

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

io.github.neo4j-contrib/mcp-neo4j-memory As a local MCP server: PyPI package

Claude Code

claude mcp add --env "NEO4J_PASSWORD=<YOUR_NEO4J_PASSWORD>" --env "NEO4J_URI=<YOUR_NEO4J_URI>" --env "NEO4J_USERNAME=<YOUR_NEO4J_USERNAME>" --transport stdio mcp-neo4j-memory -- uvx mcp-neo4j-memory

Requires: NEO4J_PASSWORD (secret), NEO4J_URI, NEO4J_USERNAME

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

Tools each declares

The marketplaces of leteo publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of leteo publish no settings it asks for, so we do not compare settings.

What it can do: leteo · What it can do: io.github.neo4j-contrib/mcp-neo4j-memory · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. 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 2026-11-05. We publish no contact details for plugin publishers.