Qai Consultant MCP server

Read from the package source without running it. The installed server may list more.

• analyze_test_results

  Deterministic test-results health metrics (flaky / ever-failing / never-run / slowest / failure clustering) from real test execution data — no LLM anywhere in this call path; write your own narrative from the returned numbers. Provide exactly one of junit_xml or csv_text. junit_xml is normally one JUnit XML report string for one run (accepts both a <testsuites> and a bare <testsuite> root); to ana

• assess_qa_maturity

  Deterministically assess QA process maturity from a free-text project/ process description (or a pasted existing Test Strategy/Risk Register) — no LLM anywhere in this call path; write your own narrative from the returned findings. Scores 10 TMMi process areas (Level 2 Managed + Level 3 Defined) and returns an indicative_tmmi_level (1-3 — NEVER higher; Levels 4-5 require quantitative evidence a te

• estimate_qa_effort

  Deterministic QA effort estimate (PERT + complexity multipliers + team capacity + confidence score) — no LLM narrative; write your own from these numbers. Fields mirror the app's project-intake dialogue and are validated with the same rules; a validation failure returns {"error": "validation", "fields": {field: message}}, never a crash. Success returns the full EstimationData as JSON (baseline, mu

• list_kb_sources

  List every document in the knowledge base, grouped by category. Returns {"categories": {category: [{"source", "title"}]}, "kb_version", "doc_count"}.

• retrieve_qa_knowledge

  Retrieve grounding chunks from the QA knowledge base (ISTQB, OWASP, IEEE, ISO standards; testing methodologies; audit/evaluation frameworks; the EU AI Act). Returns {"chunks": [{"source", "category", "text", "score"}], "kb_version"}. category, if given, must be one of: Standard, Methodology, Article, Expert Knowledge, Audit/Evaluation — an unrecognized value returns a structured {"error": "invalid

• review_qa_document

  Deterministically review an existing QA document (Test Plan, Test Strategy, or a test case list) against a six-dimension ISTQB/IEEE-829- grounded rubric (structure completeness, objectives & scope clarity, entry/exit criteria, traceability, measurability, risk coverage) — no LLM anywhere in this call path; write your own narrative from the returned findings. doc_type must be one of "auto", "test_p

• Code scan13 source files scanned25/25
• –Live reliabilityno gateway calls yet and no remote to proben/a
• –Tool poisoningtools not inspected (local package is not executed); not countedn/a
• Auth qualitylocal package, no credentials required12/15
• Maintenancelast push 1 days ago15/15
• Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Qai Consultant: common questions

Is Qai Consultant MCP server safe?

Yes, by our scan: it is graded A (92/100). Read the Qai Consultant safety report

How do I install Qai Consultant?

It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.

Does Qai Consultant need an API key?

Not as far as the registry entry and our scan can tell: no credentials are declared or required.

Is Qai Consultant maintained?

The last commit was 3 days ago (2026-09-18). The latest release is v3.5.2.