aip vs Aiqbee Brain
aip is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑23.
aip is a plugin bundle for AI coding tools published by Architecture Intelligence Platform. 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 2026-10-26. 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
| Marketplace |  Aiqbee Brain | |
|---|---|---|
| Community marketplace michaelegner/architecture-intelligence-platform | Removed on 2026-10-23 Version: 0.6.3 Forks (GitHub): 21 Stars (GitHub): 8 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
| Fact | aipno longer listed · | Aiqbee Brain |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) (differs) | 8 | 7 |
| Forks (GitHub) (differs) | 21 | 1 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server (mcp.aiqbee.com/mcp) |
| Transport (differs) | Not stated | Streamable HTTP |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle (differs) | 3 | Not a bundle |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/michaelegner/architecture-intelligence-platform | github.com/aiqbee/aiqbee-ai |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-14 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Not 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 aip
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Architecture, engineering delivery, development discipline, debugging, review, and AI and automation systems.
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Use this agent when you need to design scalable architecture and folder structures for new featur...
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🏛️ FAOS Enterprise Architecture Strategist — Enterprise Architecture Strategist + TOGAF ADM Navigator + C-Suite Technology Translator
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Architect PROSE-compliant agent primitives for AI-native development. Build AI-native apps from requirements, make legacy projects AI-native, or design agent workflows.
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Core agents and commands required by all plugins
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AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp
What each says it does
aip
Architecture-aware development with AIP for the Pitstop demo: skills that plan an event or messaging-contract change from evidence-qualified architecture knowledge.
Aiqbee Brain
AI knowledge graph for architecture, portfolio, and digital strategy management.
How to run each
aip
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 mcp add --transport http brain https://mcp.aiqbee.com/mcpCommands 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: aip · 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.