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atlas vs Aiqbee Brain

atlas is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑16.

atlas is a plugin bundle for AI coding tools published by a5c.ai. No marketplace we read lists it any more. Aiqbee Brain is an MCP server published by aiqbee.com. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. 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
MarketplaceatlasAiqbee Brain
Community marketplace a5c-ai/atlas-claude Removed on 2026-10-16
Version: 6.0.3
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.1
Forks (GitHub): 1
Stars (GitHub): 7
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

atlas vs Aiqbee Brain
Factatlasno longer listed · Aiqbee Brain
Marketplaces that list it (differs)01
Stars (GitHub) (differs)17
Forks (GitHub) (differs)01
Last releaseNot publishedNot published
Where it runs (differs)Installs as a plugin bundleRemote server (mcp.aiqbee.com/mcp)
Transport (differs)Not statedStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)7Not a bundle
LicenceNot statedNot stated
Repository (differs)github.com/a5c-ai/atlas-claudegithub.com/aiqbee/aiqbee-ai
Changes in the last 7 days00
First seen (differs)2026-10-142026-10-11
Endpoint at the last check (differs)no remote endpoint we checkNot responding since 2026-10-25

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 atlas

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

  • Architect

    Understand the architecture you have, decide what to do next, design the future, diagram it, and review the evidence.

    by eugenelim · Plugin bundle

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

  • SparkVibeAI Spec Committee

    Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.

    by sparkvibeai.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • MethodIQ Tools

    Create and revise diagrams, charts, PowerPoint presentations and research workflows.

    by cnucho · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • compound-engineering

    Brainstorm, plan, debug, review, and compound learnings with AI agents

    by Kieran Klaassen and Trevin Chow · Plugin bundle

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

  • prompt-optimizer

    Transform vague prompts into precise, well-structured specifications using EARS (Easy Approach to Requirements Syntax) methodology. Use when users provide loose requirements…

    by daymade · Plugin bundle

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

  • StoriesOnBoard - structured specifications for AI Agents

    Turn PRDs and product ideas into structured specs so coding agents build your intent, not theirs.

    by storiesonboard.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

atlas

In its own words, on Community GitHub marketplaces:

Turn a stated need into a full system design by mining the Atlas knowledge graph.

Aiqbee Brain

In its own words, on Official MCP Registry:

AI knowledge graph for architecture, portfolio, and digital strategy management.

How to run each

atlas

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

Aiqbee Brain As a remote MCP server

Claude Code
claude mcp add --transport http brain https://mcp.aiqbee.com/mcp

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

Only Aiqbee Brain 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: atlas · What it can do: Aiqbee Brain · 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