Build MCP servers that agents can actually use.
Guides the creation and evaluation of MCP servers that let AI agents complete tasks through external APIs and services.
When to use it
Use when building an MCP server to integrate an external API or service.
Give it an API or service to integrate; it creates an MCP server and an XML evaluation file.
What you provide
Python runs the bundled evaluation harness used by the recommended testing approach.
The bundled evaluation harness requires anthropic version 0.39.0 or later.
This skill
Claude
Sends evaluation data to Claude
https://modelcontextprotocol.io/llms-full.txt
Reads online MCP instructions