%20--%3e%3cdefs%3e%3cstyle%3e%20.st0%20{%20fill:%20%23061b40;%20}%20.st1%20{%20fill:%20%23306af1;%20}%20.st2%20{%20fill:%20%235ce5cf;%20}%20%3c/style%3e%3c/defs%3e%3cg%3e%3cpath%20class='st0'%20d='M55,10.5h9v3h-9v9h12V7.5h-12v3ZM64,19.5h-6v-3h6v3Z'/%3e%3cpolygon%20class='st0'%20points='69%2016.5%2078%2016.5%2078%2019.5%2069%2019.5%2069%2022.5%2081%2022.5%2081%2013.5%2072%2013.5%2072%2010.5%2081%2010.5%2081%207.5%2069%207.5%2069%2016.5'/%3e%3cpolygon%20class='st0'%20points='95%2010.5%2095%207.5%2083%207.5%2083%2022.5%2095%2022.5%2095%2019.5%2086%2019.5%2086%2016.5%2095%2016.5%2095%2013.5%2086%2013.5%2086%2010.5%2095%2010.5'/%3e%3cpath%20class='st0'%20d='M40,1.5v21h11.6l1.4-1.4v-7.6h0c0,0-1.4-1.5-1.4-1.5l1.4-1.4V2.9l-1.4-1.4h-11.6ZM50,19.5h-7v-6h7v6ZM50,10.5h-7v-6h7v6Z'/%3e%3c/g%3e%3cpath%20class='st1'%20d='M23.1,24L14.7,4.8l-4.9,11.2h3.8l-1.8,4H3.3L12.1,0H2C.9,0,0,.9,0,2v20c0,1.1.9,2,2,2h21.1Z'/%3e%3cpath%20class='st2'%20d='M34,0h-16.8l10.6,24h6.2c1.1,0,2-.9,2-2V2C36,.9,35.1,0,34,0ZM32.5,20h-4V4h4v16Z'/%3e%3c/svg%3e)
MCP TestServer
A test analysis server based on Claude AI, used to analyze the failure reasons of Playwright tests
rating : 2 points
downloads : 5.7K
What is MCP Test Server?
MCP Test Server is an intelligent test analysis tool that can automatically analyze the failure results of Playwright automated tests and use Claude AI technology to provide detailed failure cause analysis and improvement suggestions.How to use MCP Test Server?
Simply send your Playwright test results to the /analyze endpoint of the server, and the system will automatically analyze and return a detailed failure diagnosis report.Applicable scenarios
Suitable for web application automated test teams, especially in scenarios where you need to quickly locate and solve test failure problems.Main features
Intelligent test failure analysis
Use Claude AI technology to automatically analyze the root cause of Playwright test failures
Detailed diagnosis report
Provide a complete report including error causes, repair suggestions and preventive measures
Simple integration
Easily integrate with existing test processes through REST API
Advantages
AI-driven in-depth analysis, more efficient than manual analysis
Provide actionable repair suggestions rather than just error descriptions
Reduce test debugging time and improve development efficiency
Limitations
Requires a Claude API key to use
Only supports the Playwright test framework
The analysis quality depends on the detail level of test logs
How to use
Install dependencies
Ensure that the Node.js environment is installed, and then install project dependencies
%20--%3e%3cdefs%3e%3cstyle%3e%20.st0%20{%20fill:%20%230080ff;%20}%20%3c/style%3e%3c/defs%3e%3cpath%20class='st0'%20d='M16.2,11.1c.4.5.4,1.2,0,1.8l-4.7,7.1h-3.8l5.3-8L7.6,4h3.8l4.7,7.1Z'/%3e%3c/svg%3e)
Configure API key
Create a.env file in the project root directory and add your Claude API key
Start the server
Run the startup command to start the MCP server
Send test results
Send Playwright test results to the /analyze endpoint for analysis
Usage examples
Analyze login test failure
When the login test fails, MCP can analyze whether it is an element positioning problem, network latency or authentication logic error
Batch analyze CI test failures
Automatically analyze all failed test cases in the continuous integration environment
Frequently Asked Questions
What version of Playwright is required?
How long does it take to analyze a test?
How to obtain a Claude API key?
Related resources
Playwright official documentation
Official documentation of the Playwright test framework
Claude API documentation
Official reference documentation of the Claude API
Example project repository
A code repository containing integration examples
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
16.6K
4.3 points
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
14.8K
4.5 points
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
24.6K
5 points
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
44.0K
4.3 points
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
19.2K
5 points
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
44.5K
4.5 points
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
14.8K
4.5 points
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
30.3K
4.8 points