Cut agent token consumption by calling MCP servers through generated code instead of direct tool invocations: present tools as typed wrapper files on a filesystem, discover them progressively, and keep intermediate data in the execution environment (Anthropic measured 150,000 → 2,000 tokens, a 98.7% saving). Trigger when an agent connects to many MCP servers/tools, when tool definitions eat a large share of the context window before work starts, when workflows pipe large intermediate results (transcripts, spreadsheets) between tools, or when sensitive data should not enter model context.
