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5 docs tagged with "mcp"

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MCP Tool Token Optimization Patterns

Token optimization patterns for MCP-based agents. Quantifies upfront loading overhead and reduces token costs by 70-98% through four techniques — Progressive Discovery, tool compression proxy, Code Execution, and prompt cache alignment.

Observability Stack

The data foundation of AIDLC Operations — building 3-Pillar observability + AI analysis layer