AEO Lookup MCP Tools

• check_ai_crawler_access Read-only

  check ai crawler access

• check_structured_data Read-only

  check structured data

• validate_llms_txt

  validate llms txt

• generate_llms_txt

  generate llms txt

• score_answer_readiness

  score answer readiness

• run_aeo_audit Mutating

  run aeo audit

• calculate_ai_savings

  calculate ai savings

• calculate_ai_time_saved

  calculate ai time saved

• estimate_ai_staff_impact

  estimate ai staff impact

• check_job_ai_risk Read-only

  check job ai risk

• score_ai_readiness

  score ai readiness

This list was read from the server itself, by connecting to it and calling tools/list on 11 November 2026. It is what the server actually exposes, not what its listing claims.

Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.