MCP Code Execution Pattern

Expert knowledge for designing agent systems that generate and execute code to interact with MCP servers, instead of calling tools directly.

When to Use This Skill

Use this skill when...	Use mcp-management instead when...
Designing agents that fan out across 10+ MCP servers or 50+ tools	Installing or configuring a single MCP server in `.mcp.json`
Intermediate tool results are large (>10K tokens) and would blow context	Operating one or two servers where every result is small enough to inline
Workflows need loops, retries, or conditionals across tool calls	Doing a one-shot connection check or linear 2–3-call sequence
PII must not reach the model context	Tool responses contain no sensitive data