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iai-pme — personal memory engine vs MCP AutoMem

iai-pme — personal memory engine is a plugin bundle for AI coding tools published by Areg Aramovich Noya. Marketplaces we read that list it: 1 (Community GitHub marketplaces). MCP AutoMem is an MCP server published by verygoodplugins. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). As of our marketplace pass on 2026-10-21. 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
Marketplaceiai-pme — personal memory engineMCP AutoMem
Community marketplace codeabra/iai-personal-memory-engine Listed
Version: 3.2.3
Forks (GitHub): 111
Stars (GitHub): 911
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.10.0
Downloads/month (npm): 793
Downloads/week (npm): 89
Forks (GitHub): 15
Stars (GitHub): 65
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

iai-pme — personal memory engine vs MCP AutoMem
Factiai-pme — personal memory engineMCP AutoMem
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)911 (better)65 (worse)
Forks (GitHub) (differs)111 (better)15 (worse)
Last release (differs)Not published2026-10-20
Where it runs (differs)Installs as a plugin bundleOn your machine (@verygoodplugins/mcp-automem)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Hooks it runs (differs)42
Parts of the bundle (differs)47
LicenceMITMIT
Repository (differs)github.com/codeabra/iai-personal-memory-enginegithub.com/verygoodplugins/mcp-automem
Changes in the last 7 days (differs)21
First seen (differs)2026-10-152026-10-11

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

iai-pme — personal memory engine

In its own words, on Community GitHub marketplaces:

Persistent local memory for your assistant: every turn captured verbatim, relevant memory injected at session start and before each turn, and fourteen memory tools over MCP. Requires the iai-pme package (pip install iai-pme).

MCP AutoMem

In its own words, on Official MCP Registry:

Graph-vector memory for AI assistants using FalkorDB and Qdrant

How to run each

iai-pme — personal memory engine As a Claude Code plugin

Claude Code
/plugin marketplace add codeabra/iai-personal-memory-engine
/plugin install iai-memory@iai-pme

MCP AutoMem As a Claude Code plugin

Claude Code
/plugin marketplace add verygoodplugins/mcp-automem
/plugin install automem@verygoodplugins-mcp-automem

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

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

What it can do: iai-pme — personal memory engine · What it can do: MCP AutoMem · 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. 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