What it solves
Design, implement, test, and evaluate MCP servers for agent-accessible tools and external services.
When to use it
Use this when the API work must become an agent-usable MCP server with schemas, tool descriptions, error handling, and evaluations.
Best fit
Developers building MCP servers that expose APIs, data sources, or workflow tools to AI agents.
Where Apiara lists it
It is included in Software Development Skills under MCP server design and implementation.
Before using it
Start from the official Anthropic `example-skills` plugin or source folder, then validate against the current MCP specification; avoid wrapping sensitive or destructive APIs before human approval and permission boundaries are clear.