Ext Ops Panel
Open dashboard
Comparison

atlan vs Memory for AI

atlan is a plugin bundle for AI coding tools published by atlanhq. Marketplaces we read that list it: 4 (Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces). Memory for AI is an MCP server published by LonelyTraderBay. 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
MarketplaceatlanMemory for AI
Claude Code: claude-plugins-official Listed
Version: 1.0.0
Forks (GitHub): 31
Stars (GitHub): 41
Not marked · First seen
Not listed
Claude: knowledge-work-plugins Listed
Version: 1.0.0
Forks (GitHub): 31
Stars (GitHub): 41
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Listed
Version: 1.0.0
Forks (GitHub): 31
Stars (GitHub): 41
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.11.0
Downloads/month (npm): 554
Downloads/week (npm): 47
Forks (GitHub): 0 (last published figure)
Stars (GitHub): 0 (last published figure)
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

atlan vs Memory for AI
FactatlanMemory for AI
Marketplaces that list it (differs)4 (better)1 (worse)
Stars (GitHub) (differs)410 (last published figure)
Forks (GitHub) (differs)310 (last published figure)
Last release (differs)2026-10-16Not published
Where it runs (differs)Remote server (mcp.atlan.com/mcp)On your machine (memory-for-ai-mcp)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)2Not a bundle
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/atlanhq/agent-toolkitgithub.com/lonelytraderbay/memory-for-ai
Changes in the last 7 days (differs)40
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Responded 2 days agono 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

atlan

In its own words, on Claude Code: claude-plugins-official:

Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search, lineage traversal, glossary management, data quality rules, and more.

Memory for AI

In its own words, on Official MCP Registry:

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

How to run each

atlan As a Claude Code plugin

Claude Code
/plugin install atlan@claude-plugins-official

Memory for AI As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio memory-for-ai -- npx -y memory-for-ai-mcp

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

Only atlan has a remote endpoint we check. How we check endpoints

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: atlan · What it can do: Memory for AI · Compare two other plugins

Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. 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