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Design Principles

These are rough guidelines to follow when shipping features for the MCP server. Apply them with nuance.

  • Agent-Agnostic API: Use standards like MCP. Don't lock in to one LLM. Interoperability is key.
  • Token-Optimized: Return semantic summaries. "LCP was 3.2s" is better than 50k lines of JSON. Files are the right location for large amounts of data.
  • Small, Deterministic Blocks: Give agents composable tools (Click, Screenshot), not magic buttons.
  • Self-Healing Errors: Return actionable errors that include context and potential fixes.
  • Human-Agent Collaboration: Output must be readable by machines (structured) AND humans (summaries).