mcp-workflow-design
Installation
SKILL.md
MCP Workflow Tool Design
Transform a raw API-wrapper MCP server into an AI-native tool surface by analyzing the upstream API, identifying user intent patterns, and composing multi-step operations into single outcome-oriented tools.
This skill complements the mcp-builder skill, which covers building MCP servers from scratch. Use this skill when you already have a working MCP server with atomic tools and need to add higher-level workflows.
For a worked example of this process applied to a real project, see reference/ashby-ats-example.md.