MCP Server Tester Po4
M

MCP Server Tester Po4

The MCP Server Testing Tool is a configuration-driven testing solution for verifying, benchmarking, and ensuring the reliability of MCP servers integrated with AI models. It supports automatic tool discovery, generation of intelligent test cases, execution of validation, and generation of detailed reports.
2.5 points
5.6K

What is the MCP Server Testing Tool?

The MCP Server Testing Tool is a powerful configuration-driven testing tool specifically designed for verifying, benchmarking, and ensuring the reliability of MCP servers. It helps developers ensure that their MCP servers correctly follow protocol specifications when integrating AI models.

How to use the MCP Server Testing Tool?

Define the MCP server through a simple configuration file and then run the testing tool to start the test. It supports multiple connection methods and automatically generates test cases.

Applicable Scenarios

Suitable for MCP server developers, AI integration teams, and quality assurance professionals to ensure the robustness and reliability of MCP implementations.

Main Features

Automatic Discovery Tool
Automatically identify all available tools on the MCP server.
Generate Intelligent Test Cases
Use Claude AI to generate context-related intelligent test cases.
Response Validation
Verify whether the responses returned by the MCP server meet the expected standards.
Multi-format Reports
Generate detailed console, JSON, or HTML reports.
Advantages
Supports multiple connection methods and configuration ways.
Automatic discovery and generation of test cases reduce manual intervention.
Provides detailed test reports for easy problem location and performance optimization.
Based on JSON configuration, easy to expand and maintain.
Limitations
Currently still in the development stage, there may be some functions not fully covered.
Requires an Anthropic API key, increasing the complexity of initial setup.
Users unfamiliar with Node.js may need a certain learning cost.

How to Use

Install Dependencies
After cloning the repository, install the necessary Node.js dependencies.
Create a Configuration File
Use the default configuration template or a custom configuration file.
Run the Test
Execute the testing tool and generate a report.

Usage Examples

Basic Configuration and Testing
Create a default configuration file and run the test.
Test the Local Development Version
Configure the local development environment and run the test.

Frequently Asked Questions

How to manage API keys?
Why can't I connect to the MCP server?
How to generate more test cases?

Related Resources

GitHub Repository
Project source code and documentation.
Official Documentation
Detailed usage instructions and API reference.

Installation

Copy the following command to your Client for configuration
{
  "numTestsPerTool": 3,
  "timeoutMs": 10000,
  "outputFormat": "console",
  "outputPath": "./reports/results.json",
  "verbose": false,
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-filesystem", "./"],
      "env": {
        "DEBUG": "true"
      }
    },
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": {
        "GITHUB_PERSONAL_ACCESS_TOKEN": "your-github-token-here"
      }
    },
    "dev-server": {
      "command": "node",
      "args": ["/absolute/path/to/your/dev-server.js"],
      "env": {
        "DEBUG": "true",
        "NODE_ENV": "development"
      }
    }
  }
}

{
  "servers": ["filesystem", "dev-server"],
  "numTestsPerTool": 3,
  // other settings...
  "mcpServers": {
    // server definitions...
  }
}

{
  "mcpServers": {
    "my-dev-server": {
      "command": "node",
      "args": ["/path/to/your/project/dist/server.js"],
      "env": {
        "DEBUG": "true",
        "NODE_ENV": "development"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

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