ZBS Index What actually exists in applied AI, with the source next to it

mcp server

Aiqbee Brain

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

Description as published by the maintainer. Source

  • version 1.0.1
  • slowing
  • memory and context

slowing — Most recent push to the repository was 2026-03-07. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 7 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-03-07 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 1.0.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-02-15 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-02-15 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • io.github.disin7c9/asset-management — last commit 2026-07-30, shares portfolio-management
    Drawdown-first risk for your stock/ETF book — every number from a validated core, not the model.
  • io.github.archradhq/deterministic — last commit 2026-05-21, shares architecture, enterprise-architecture
    Deterministic IR/IR-LINT validation, policy packs, drift vs exports (archrad). Apache-2.0.
  • Open Investment Model — last commit 2026-07-22, shares enterprise-architecture, knowledge-graph
    Read-only OpenIM search for institutional buy-side investment models and architecture.
  • io.github.alexpota/cloudscope — last commit 2026-08-04, shares azure
    Azure + GCP cost management: spending, forecasts, anomalies, budgets, idle resources, and tags.
  • Cloudprice — last commit 2026-08-02, shares azure
    Compare on-demand compute + storage pricing across AWS, Azure, and GCP. Bulk workload compare.
  • Azure Boards MCP — last commit 2026-06-25, shares azure
    Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, and PAT.
  • nable — last commit 2026-08-06, shares azure
    Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.
  • Excalidraw Architect — last commit 2026-06-08, shares architecture, knowledge-graph
    Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling
  • alpacalabsllc-skills-for-architects-ascii-name — last commit 2026-07-29, shares architecture
    Print a name or word as large ASCII block letters. Use when the user runs /ascii-name, optionally followed by the text…
  • alpacalabsllc-skills-for-architects-clean-downloads — last commit 2026-07-29, shares architecture
    Propose and execute a cleanup of the user's Downloads folder — sort into subfolders by type and age, flag duplicates an…

These share tags the maintainers applied themselves, such as portfolio-management, architecture, enterprise-architecture, knowledge-graph. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: ai, architecture, awesome-mcp-servers, azure, enterprise-architecture, knowledge-graph, mcp, mcp-server, microsoft-365, model-context-protocol, portfolio-management.

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Sources

  1. AIQBee/aiqbee-ai on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.