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QA-MCP: Test Standardization & Orchestration Server

by Atakan-Emre
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QA-MCP: Test Standardization & Orchestration Server

Version Python License MCP Tests Docker

🇬🇧 English | 🇹🇷 Türkçe

🇬🇧 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 pip

pip install qa-mcp

From source

git clone https://github.com/Atakan-Emre/McpTestGenerator.git cd McpTestGenerator 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:1.0.0"] } } }

🔧 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

# Pull image docker pull atakanemree/qa-mcp:latest # Run (stdio mode - default, most secure) docker run -i --rm atakanemree/qa-mcp:1.0.0 # With environment variables docker run -i --rm \ -e LOG_LEVEL=debug \ -e ENABLE_WRITE_TOOLS=false \ atakanemree/qa-mcp:1.0.0

🔒 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

🇹🇷 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

pip ile

pip install qa-mcp

Kaynak koddan

git clone https://github.com/Atakan-Emre/McpTestGenerator.git cd McpTestGenerator 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:1.0.0"] } } }

🔧 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

# Image çekme docker pull atakanemree/qa-mcp:latest # Çalıştırma (stdio mode - varsayılan, en güvenli) docker run -i --rm atakanemree/qa-mcp:1.0.0 # Environment variables ile docker run -i --rm \ -e LOG_LEVEL=debug \ -e ENABLE_WRITE_TOOLS=false \ atakanemree/qa-mcp:1.0.0

🔒 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

📄 License / Lisans

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

🤝 Contributing / Katkıda Bulunma

  1. Fork the repository / Fork yapın

  2. Create feature branch / Feature branch oluşturun (git checkout -b feature/amazing-feature)

  3. Commit your changes / Commit yapın (git commit -m 'Add amazing feature')

  4. Push to branch / Push yapın (git push origin feature/amazing-feature)

  5. Open a Pull Request / Pull Request açın

👤 Developer / Geliştirici

Atakan Emre

Standardize test quality with QA-MCP! 🚀

QA-MCP ile test kalitesini standardize edin! 🚀

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A
security – no known vulnerabilities
A
license - permissive license
A
quality - confirmed to work

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