UniAuto MCP Server

@samuelvinay91

Basic information

About UniAuto MCP Server

Universal Test Automation MCP Server with self-healing capabilities and Smithery.ai integration

UniAuto MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "uniauto-mcp-server": {
      "command": "npx",
      "args": [
        "playwright",
        "install"
      ]
    }
  }
}

UniAuto MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

Fetch the live tool list by running this server in a temporary sandbox using the button above.

Overview

What is UniAuto MCP Server?

UniAuto MCP Server is a universal test automation MCP server for web and desktop automation. It features self-healing capabilities and AI integration, enabling natural language test creation and intelligent test generation.

How to use UniAuto MCP Server?

Clone the repository, install dependencies, install Playwright browsers, configure the .env file with a Claude API key, and start the server. Use Smithery.ai or direct MCP registration to connect with AI assistants like Claude.

Key features of UniAuto MCP Server

Multi-layered self-healing automation with 5-tier recovery strategies
AI-driven test generation via natural language and Claude integration
MCP compatibility for direct AI assistant control
Unified web and desktop automation with Playwright
Visual element matching and image recognition
Advanced testing: visual, accessibility, performance, network tracing

Use cases of UniAuto MCP Server

Reduce test maintenance costs by 70‑80% with self‑healing selectors
Enable non‑technical users to create tests via natural language
Automate end‑to‑end flows spanning browsers and native applications
Generate test suites in multiple frameworks (Playwright, Cypress, Jest, etc.)
Perform comprehensive testing including visual, accessibility, and performance

Frequently asked questions

What are the system requirements?

Node.js, Playwright browsers (install via `npx playwright install`), and a Claude API key configured in the `.env` file.

How does the self-healing mechanism work?

It uses a 5‑tier cascade: an alternative selector repository, role‑based selectors, looser CSS selector generation, visual element matching, and contextual text‑proximity detection.

Can I use it with AI assistants other than Claude?

Yes, UniAuto is MCP‑compatible. Guides are provided for Claude, VSCode, Cursor, and other AI models, with Smithery.ai integration for seamless connection.

Does it support both web and desktop automation?

Yes, it unifies web testing via Playwright and desktop automation within a single framework, offering a consistent API for both domains.

How do I connect UniAuto to an AI assistant?

Start the server, then either register it directly with the AI assistant via MCP or use Smithery.ai (`smithery connect uniauto-mcp-server`) to connect with Claude, VSCode, or Cursor.

Comments

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