⚡ 15 AI-powered tools · Language agnostic · MCP protocol

QA Intelligence
MCP Server

AI-powered QA & SDLC tools callable from any IDE, any language — Python, TypeScript, Java, Go — via the Model Context Protocol.

QA Automation Architect

▶ Try the Playground📖 View Docs

MCP Endpoint

https://qa-mcp-server-theta.vercel.app/api/mcp

Supports both SSE and Streamable HTTP transports. Compatible with Claude Desktop, Cursor, VS Code Copilot, and any MCP client.

All 15 Tools

✅generate_test_cases

BDD + plain test cases from a feature description

🔌generate_api_tests

Postman / REST Assured / pytest / Supertest / Karate from API spec

🤖convert_to_automation

Manual test case → Playwright / Selenium / Cypress / Appium script

🗄️generate_test_data

Realistic test data as JSON / CSV / SQL / YAML with edge cases

📊parse_test_results

JUnit XML / TestNG / Allure → AI failure analysis & root causes

🐛generate_bug_report

Rough description → structured, JIRA-ready bug report

🔍find_test_gaps

Compare spec vs existing tests → coverage score + missing scenarios

⏱️estimate_qa_effort

Feature description → effort breakdown in person-days

📋generate_test_plan

Full formal test plan with strategy, risks & sign-off checklist

🎯generate_interview_questions

Targeted QA interview questions by role + seniority

⚡evaluate_prompt

Score an LLM prompt across 6 quality dimensions

🔬evaluate_rag_output

RAGAS-style RAG evaluation + hallucination detection

👤analyze_qa_candidate

Resume → hiring signal, skill radar, red flags, interview Qs

🚨generate_postmortem

Incident description → blameless postmortem + action items

📝analyze_logs

Paste app logs → error analysis, patterns, root causes

Quick Connect

Claude Desktop

// claude_desktop_config.json
{
  "mcpServers": {
    "qa-intelligence": {
      "url": "https://qa-mcp-server-theta.vercel.app/api/mcp"
    }
  }
}

Python (mcp client)

from mcp import ClientSession, StdioServerParameters
from mcp.client.streamable_http import streamablehttp_client

async with streamablehttp_client(
  "https://qa-mcp-server-theta.vercel.app/api/mcp"
) as (r, w, _):
  async with ClientSession(r, w) as session:
    await session.initialize()
    result = await session.call_tool(
      "generate_test_cases",
      {"feature_description": "Login with OTP"}
    )