Create MCP Eval

Official

Automate MCP server evaluation setup.

Authorgenmcp
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Setting up and configuring evaluations for Model Context Protocol (MCP) servers can be complex and time-consuming, requiring multiple configuration files and scripts. This Skill streamlines the process, allowing you to quickly define and manage comprehensive test suites for your AI agents and MCP tools.

Core Features & Use Cases

  • Unified Eval Creation: Generate and manage all necessary configuration files (eval.yaml, agent.yaml, mcp-config.yaml, task files) from a single, guided interface.
  • Automated Testing Setup: Quickly configure robust tests for your MCP server's tools, ensuring they are discoverable, well-described, and correctly implemented.
  • Use Case: You've developed a new set of tools for your Kubernetes MCP server. Use this Skill to define a comprehensive evaluation suite that tests tool discoverability, schema correctness, and agent interaction, all with minimal manual configuration, ensuring your AI agents can effectively use your tools.

Quick Start

After this Skill helps you create your evaluation files,

run your tests using the 'gevals' command:

gevals run <path to eval yaml file>

If the 'gevals' binary is not in your system's PATH,

you may need to specify its full path or ask the user for its location.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Create MCP Eval
Download link: https://github.com/genmcp/gevals/archive/main.zip#create-mcp-eval

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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