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

mcp server

qai-consultant-mcp

Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.

Description as published by the maintainer. Source

  • version 3.3.1
  • active
  • retrieval
  • evaluation

active — Most recent push to the repository was 2026-08-06. 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 4 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 2026-08-06 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 3.3.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-31 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-31 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.browserstack/mcp-server — last commit 2026-08-06, shares quality-assurance, testing
    BrowserStack's Official MCP Server
  • io.github.fel123/quantoracle — last commit 2026-08-07, shares langchain, risk-management
    73 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math.
  • Apiiro Guardian Agent — last commit 2026-06-22, shares open-source, risk-management
    Apiiro Application Security Posture Management (ASPM) tools for AI coding assistants.
  • app.scfcontrolsplatform/mcp-server-scf — last commit 2026-07-27, shares risk-management
    MCP server for the SCF Controls Platform — 83 tools for controls, evidence, risk, and TPRM.
  • com.fahaliai/fahali — last commit 2026-07-24, shares risk-management
    Market-risk for AI agents: verified lead time, signed receipts, judged record. Not advice.
  • io.github.disin7c9/asset-management — last commit 2026-07-30, shares risk-management
    Drawdown-first risk for your stock/ETF book — every number from a validated core, not the model.
  • io.github.fnobbe/crashtestyourstrategy — last commit 2026-08-01, shares risk-management
    Portfolio and strategy stress diagnostics with hedge-break detection and regime outlook. Free tier.
  • TheArtOfService Compliance Intelligence — last commit 2026-03-07, shares risk-management
    Query 692+ compliance frameworks, 13,700+ controls, and 280K+ cross-framework mappings.
  • io.github.aarwitz/tapp — last commit 2026-07-30, shares qa, testing
    Autonomous QA for iOS + web — agents get a deterministic ship/no-ship verdict, no test code
  • io.github.Aboudjem/sniff — last commit 2026-05-30, shares qa, testing
    QA + a11y scanner: walks your running app's real user flows and reports what's broken.

These share tags the maintainers applied themselves, such as quality-assurance, testing, langchain, risk-management. 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, effort-estimation, istqb, langchain, mcp, mistral-ai, model-context-protocol, open-source, pinecone, python, qa, quality-assurance, quality-assurance-engineer, rag, risk-management, streamlit, test-strategy, testing.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. gvasile29/qai-consultant on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.