qa-mcp 1.0.0

QA-MCP: Test Standardization & Orchestration Server - MCP server for test case generation, quality control, and Xray integration

QA-MCP: Test Standardization & Orchestration Server

🇬🇧 English | 🇹🇷 Türkçe

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🇬🇧 English

An MCP server that enables LLM clients to perform standardized test case generation, quality control, Xray format conversion, and test suite composition.

🎯 Problem

Common issues in enterprise QA:

• Inconsistent test case formats: Different people write in different formats → not reusable
• No standard in Xray/Jira: Missing fields, unclear datasets, ambiguous steps
• Smoke/Regression distinction depends on individuals: Sprint-based planning is difficult
• When writing tests with LLM, same suggestions return or critical negative scenarios are missed

✨ Solution

QA-MCP provides:

• ✅ Single test standard: Everyone produces/improves with the same template
• ✅ Quality gate: Lint score + missing field detection
• ✅ Xray compatible output: Importable JSON
• ✅ Test suite/plan composition: Smoke/Regression/E2E suggestions + tagging
• ✅ Secure container deployment: Runnable from Docker Hub

📦 Installation

With uv (recommended)

# Install uv package manager
pip install uv

# Install qa-mcp
uv pip install qa-mcp

With pip

pip install qa-mcp
qa-mcp --help
qa-mcp --version

PyPI publishing rule:

• pip install qa-mcp becomes available after a successful Publish to PyPI workflow run.
• Manual publish: GitHub Actions -> Publish to PyPI -> Run workflow -> publish_target: pypi.

From source

git clone https://github.com/Atakan-Emre/McpTestGenerator.git
cd McpTestGenerator

# Using uv (recommended - uses locked dependencies)
uv pip install -e .

# Using pip
pip install -e .

With Docker

docker pull atakanemree/qa-mcp:latest
docker run -i atakanemree/qa-mcp:latest

🚀 Usage

MCP Client Connection

Cursor / Claude Desktop

Add to your mcp.json or claude_desktop_config.json:

{
  "mcpServers": {
    "qa-mcp": {
      "command": "qa-mcp",
      "args": []
    }
  }
}

With Docker

{
  "mcpServers": {
    "qa-mcp": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "atakanemree/qa-mcp:latest"]
    }
  }
}

🔧 Tools

Tool	Description
testcase.generate	Generate standardized test cases from feature & acceptance criteria
testcase.lint	Analyze test case quality, return score and improvement suggestions
testcase.normalize	Convert Gherkin/Markdown → Standard format
testcase.to_xray	Export to Xray/Jira import format
suite.compose	Create Smoke/Regression/E2E test suites
suite.coverage_report	Generate test coverage analysis

📚 Resources

URI	Description
qa://standards/testcase/v1	Test case standard
qa://checklists/lint-rules/v1	Lint rules
qa://mappings/xray/v1	Xray field mapping
qa://examples/good/*	Good test case examples
qa://examples/bad/*	Bad test case examples

💬 Prompts

Prompt	Description
create-manual-test	Create Xray Manual Test
select-smoke-tests	Smoke test selection
generate-negative-scenarios	Generate negative scenarios
review-test-coverage	Test coverage analysis

🐳 Docker

Published image: atakanemree/qa-mcp (multi-arch: linux/amd64, linux/arm64)

# Pull image
docker pull atakanemree/qa-mcp:latest

# Verify CLI
docker run --rm atakanemree/qa-mcp:latest --help

# Run (stdio mode - default, most secure)
docker run -i --rm atakanemree/qa-mcp:latest

# With environment variables
docker run -i --rm \
  -e LOG_LEVEL=debug \
  -e ENABLE_WRITE_TOOLS=false \
  atakanemree/qa-mcp:latest

# Local compose (production and dev targets)
docker compose up qa-mcp
docker compose --profile dev up qa-mcp-dev

🔒 Security

Variable	Default	Description
ENABLE_WRITE_TOOLS	false	Enables Jira/Xray write tools
LOG_LEVEL	info	Log level (debug, info, warning, error)
AUDIT_LOG_ENABLED	true	Enables audit logging
HTTP_ENABLED	false	Enables HTTP transport
HTTP_PORT	8080	HTTP port

🗺️ Roadmap

• v1.0 - MVP: generate, lint, to_xray, compose
• v1.1 - Policy/guardrails, audit logs
• v1.2 - Jira/Xray sync (read-only)
• v2.0 - HTTP transport, OAuth

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🇹🇷 Türkçe

LLM istemcilerinin bağlanıp standart test case üretme, kalite kontrol, Xray formatına çevirme ve test set kompozisyonu yapabildiği bir MCP sunucusu.

🎯 Problem

Kurumsal QA'da tipik sorunlar:

• Test case formatı dağınık: Farklı kişiler farklı biçimde yazar → tekrar kullanılamaz
• Xray/Jira'da standard yok: Alanlar eksik, dataset belirsiz, adımlar muğlak
• Smoke/Regression ayrımı kişiye bağlı: Sprint bazlı planlama zor
• LLM ile test yazdırınca aynı öneriler dönüyor veya kritik negatif senaryolar kaçıyor

✨ Çözüm

QA-MCP şunları sağlar:

• ✅ Tek test standardı: Herkes aynı şablonla üretir/iyileştirir
• ✅ Kalite kapısı (quality gate): Lint skoru + eksik alan tespiti
• ✅ Xray uyumlu çıktı: Import edilebilir JSON
• ✅ Test set/plan kompozisyonu: Smoke/Regression/E2E önerisi + etiketleme
• ✅ Güvenli container dağıtımı: Docker Hub'dan çalıştırılabilir

📦 Kurulum

uv ile (önerilen)

# uv paket yöneticisini kur
pip install uv

# qa-mcp'yi kur
uv pip install qa-mcp

pip ile

pip install qa-mcp
qa-mcp --help
qa-mcp --version

PyPI yayın kuralı:

• pip install qa-mcp, Publish to PyPI workflow'u başarılı tamamlandığında kullanılabilir olur.
• Manuel yayın: GitHub Actions -> Publish to PyPI -> Run workflow -> publish_target: pypi.

Kaynak koddan

git clone https://github.com/Atakan-Emre/McpTestGenerator.git
cd McpTestGenerator

# uv ile (önerilen - kilitli bağımlılıkları kullanır)
uv pip install -e .

# pip ile
pip install -e .

Docker ile

docker pull atakanemree/qa-mcp:latest
docker run -i atakanemree/qa-mcp:latest

🚀 Kullanım

MCP İstemcisi ile Bağlantı

Cursor / Claude Desktop

mcp.json veya claude_desktop_config.json dosyasına ekleyin:

{
  "mcpServers": {
    "qa-mcp": {
      "command": "qa-mcp",
      "args": []
    }
  }
}

Docker ile

{
  "mcpServers": {
    "qa-mcp": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "atakanemree/qa-mcp:latest"]
    }
  }
}

🔧 Tools

Tool	Açıklama
testcase.generate	Feature ve acceptance criteria'dan standart test case üretir
testcase.lint	Test case kalitesini analiz eder, skor ve öneriler döner
testcase.normalize	Gherkin/Markdown → Standart format dönüşümü
testcase.to_xray	Xray/Jira import formatına çevirir
suite.compose	Smoke/Regression/E2E test suite oluşturur
suite.coverage_report	Test kapsam analizi raporu üretir

📚 Resources

URI	Açıklama
qa://standards/testcase/v1	Test case standardı
qa://checklists/lint-rules/v1	Lint kuralları
qa://mappings/xray/v1	Xray alan eşlemesi
qa://examples/good/*	İyi test case örnekleri
qa://examples/bad/*	Kötü test case örnekleri

💬 Prompts

Prompt	Açıklama
create-manual-test	Xray Manual Test oluşturma
select-smoke-tests	Smoke test seçimi
generate-negative-scenarios	Negatif senaryo üretimi
review-test-coverage	Test kapsam analizi

🐳 Docker

Yayınlanan image: atakanemree/qa-mcp (multi-arch: linux/amd64, linux/arm64)

# Image çekme
docker pull atakanemree/qa-mcp:latest

# CLI doğrulama
docker run --rm atakanemree/qa-mcp:latest --help

# Çalıştırma (stdio mode - varsayılan, en güvenli)
docker run -i --rm atakanemree/qa-mcp:latest

# Environment variables ile
docker run -i --rm \
  -e LOG_LEVEL=debug \
  -e ENABLE_WRITE_TOOLS=false \
  atakanemree/qa-mcp:latest

# Local compose (production ve dev target'ları)
docker compose up qa-mcp
docker compose --profile dev up qa-mcp-dev

🔒 Güvenlik

Değişken	Varsayılan	Açıklama
ENABLE_WRITE_TOOLS	false	Jira/Xray yazma tool'larını etkinleştirir
LOG_LEVEL	info	Log seviyesi (debug, info, warning, error)
AUDIT_LOG_ENABLED	true	Audit log'u etkinleştirir
HTTP_ENABLED	false	HTTP transport'u etkinleştirir
HTTP_PORT	8080	HTTP port

🗺️ Yol Haritası

• v1.0 - MVP: generate, lint, to_xray, compose
• v1.1 - Policy/guardrails, audit logs
• v1.2 - Jira/Xray sync (read-only)
• v2.0 - HTTP transport, OAuth

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📄 License / Lisans

MIT License - Copyright (c) 2024-2026 Atakan Emre

🤝 Contributing / Katkıda Bulunma

We welcome contributions! Please see our Contributing Guide for details on:

• 🚀 Setting up development environment
• 🧪 Running tests and quality checks
• 📝 Coding standards and best practices
• 🔄 Pull request process

Quick start:

1. Fork the repository / Fork yapın
2. Create feature branch / Feature branch oluşturun (git checkout -b feature/amazing-feature)
3. Make your changes / Değişiklikleri yapın
4. Run tests / Testleri çalıştırın (pytest tests/ -v)
5. Commit your changes / Commit yapın (git commit -m 'feat: add amazing feature')
6. Push to branch / Push yapın (git push origin feature/amazing-feature)
7. Open a Pull Request / Pull Request açın

👤 Developer / Geliştirici

Atakan Emre

• GitHub: @Atakan-Emre
• Repository: McpTestGenerator

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Standardize test quality with QA-MCP! 🚀

QA-MCP ile test kalitesini standardize edin! 🚀