About Mobile QA Helper
Mobile QA Helper is an MCP server offering QA prompt templates and tools for mobile automation teams, usable in Cursor. It covers test generation, code review, failure analysis, and standardized bug reporting.
Key features
- 01Convert manual test cases into automation scripts
- 02Review and refactor automation code
- 03Generate POM locators from XML
- 04Analyze test failure logs
- 05Format bug reports to a template
Use cases
- 01Turn mobile manual tests into automated tests
- 02Investigate causes of Appium test failures
- 03Standardize bug descriptions and reproduction steps
MCP support
It exposes tools with the same names as its prompt templates to MCP clients, and makes the prompts available in Cursor as slash commands.
Configuration
Local server config is the same for every client. Copy it into your client’s MCP config file.
Tools
Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.
Details
From the project READMEQA Prompts MCP Server
An MCP (Model Context Protocol) server that provides QA prompt templates for mobile automation teams. It exposes structured prompts and tools for automation code generation, failure analysis, and bug standardization — all usable directly inside Cursor.
Quick Start (No Clone Required)
Add this to your Cursor MCP config file (~/.cursor/mcp.json):
{
"mcpServers": {
"qa-prompts": {
"command": "npx",
"args": ["-y", "github:swapnilGirishPawar/Custom-MCP-Server-Mobile-QA"]
}
}
}
Restart Cursor. The prompts will be available immediately via the / slash command in chat.
This server also exposes the same capabilities as MCP tools, which can be invoked by MCP clients (and may be used automatically by Cursor when tool-calling is enabled).
Available Prompts (Slash Commands)
1. Manual → Automation Conversion
| Prompt | What It Does |
|---|---|
/convert-manual-to-automation | Converts manual test cases into Appium + Java + TestNG automation scripts following POM architecture |
/refactor-automation-code | Performs a deep PR review of existing automation code and generates a structured review report |
/xml-to-pom-locators | Converts Appium Inspector Page Source XML into POM locator declarations (ID > Accessibility > XPath priority) |
2. Debugging & Failure Analysis
| Prompt | What It Does |
|---|---|
/analyze-test-failure | Analyzes Appium test failure logs to determine root cause, severity, flakiness risk, and fix recommendations |
3. Bug Standardization
| Prompt | What It Does |
|---|---|
/standardize-bug-report | Converts a bug title/description into a standardized bug report following the organization template |
Available Tools (MCP Tools)
Each prompt is also registered as an MCP tool with the same name (without the leading /).
| Tool | What It Does |
|---|---|
convert-manual-to-automation | Converts manual test cases into Appium + Java + TestNG automation scripts following POM architecture |
refactor-automation-code | Performs a deep PR review of existing automation code and generates a structured review report |
xml-to-pom-locators | Converts Appium Inspector Page Source XML into POM locator declarations (ID > Accessibility > XPath priority) |
analyze-test-failure | Analyzes Appium test failure logs to determine root cause, severity, flakiness risk, and fix recommendations |
standardize-bug-report | Converts a bug title/description into a standardized bug report following the organization template |
Notes:
standardize-bug-reporttool output: the tool output format does not include a<Title>line; it returns only [Issue], [Reproduction steps], [Screenshot], [Expected Result] (with those headings expected to be bold).
Usage
- Open Cursor chat (
Cmd+L) or Composer (Cmd+I) - Type
/to see the list of available prompts - Select a prompt
- Fill in the required inputs
- Submit — the AI processes the full prompt template and returns structured output
Example: Standardize a Bug Report
- Type
/standardize-bug-reportin chat - Fill in:
- bugDescription:
login button not working on iOS after update - additionalContext (optional):
Build 2.3.1, iPhone 15, Premium account
- bugDescription:
- The AI generates a complete standardized bug report (including a rewritten title), issue, reproduction steps, and expected result
Example: Convert Manual Test Case to Automation
- Type
/convert-manual-to-automationin chat - Fill in:
- featureNavigation:
Settings → Notifications → Push Notifications - manualTestCase: (paste your manual test case)
- existingCode (optional): (paste any existing Page Objects or BaseTest for context)
- featureNavigation:
- The AI generates a complete TestNG test class with POM, annotations, and framework conventions
Prompt / Tool Inputs Reference
| Name | Required Inputs | Optional Inputs |
|---|---|---|
convert-manual-to-automation | featureNavigation, manualTestCase | existingCode |
refactor-automation-code | code | — |
xml-to-pom-locators | pageSourceXml | — |
analyze-test-failure | failureLogs | — |
standardize-bug-report | bugDescription | additionalContext |
Local Development
# Clone the repo
git clone https://github.com/swapnilGirishPawar/Custom-MCP-Server-Mobile-QA.git
cd Custom-MCP-Server-Mobile-QA
# Install dependencies
npm install
# Build
npm run build
# Run locally
npm start
For development with auto-reload, use npm run dev (requires tsx).
To test locally before pushing, point your MCP config to the local build:
{
"mcpServers": {
"qa-prompts": {
"command": "node",
"args": ["/absolute/path/to/Custom-MCP-Server-Mobile-QA/dist/index.js"]
}
}
}
Tech Stack
- TypeScript with strict mode
- @modelcontextprotocol/sdk v1.27+
- Zod v4 for input validation
- stdio transport for Cursor integration
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.
