Context Efficiency

Every unnecessary field in a tool schema, every irrelevant option exposed to an agent, wastes context window tokens and degrades model performance. Right-sizing context — task-specific exposure, dynamic loading, measured waste — is the difference between agents that work and agents that hallucinate.

• MCP tools must minimize context window consumption
• Task-specific tool exposure over comprehensive API exposure
• Dynamic context loading over upfront context stuffing
• Measure and optimize context waste