{
 "server": "com.calcfleet/calculators",
 "url": "https://calcfleet.com/api/mcp",
 "verdict": "unstable (heavy drift)",
 "current_tool_count": 122,
 "tools_ever_seen": 122,
 "drift_events": 122,
 "findings_by_severity": {},
 "last_probe": {
  "status": "OK",
  "n_tools": 122,
  "ran_at": "2026-10-24T12:17:42.805Z"
 },
 "current_tools": [
  "401k_match_calculator",
  "ai_agent_cost_calculator",
  "ai_automation_payback_calculator",
  "ai_build_vs_buy_calculator",
  "ai_job_exposure_calculator",
  "ai_roi_calculator",
  "amazon_fba_calculator",
  "apy_calculator",
  "aquarium_stocking_calculator",
  "aspect_ratio_calculator",
  "baking_pan_conversion_calculator",
  "balance_transfer_calculator",
  "body_fat_calculator",
  "break_even_calculator",
  "brine_calculator",
  "burn_rate_runway_calculator",
  "cac_ltv_calculator",
  "calorie_deficit_calculator",
  "calories_burned_calculator",
  "car_affordability_calculator",
  "car_depreciation_calculator",
  "car_lease_calculator",
  "car_loan_calculator",
  "cd_ladder_calculator",
  "churn_rate_calculator",
  "closing_cost_calculator",
  "coast_fire_calculator",
  "compound_interest_calculator",
  "concrete_calculator",
  "contractor_vs_employee_calculator",
  "cost_per_mile_calculator",
  "credit_card_payoff_calculator",
  "crop_factor_calculator",
  "debt_consolidation_calculator",
  "debt_payoff_calculator",
  "deck_boards_calculator",
  "depth_of_field_calculator",
  "dividend_reinvestment_calculator",
  "dog_age_calculator",
  "down_payment_calculator",
  "drywall_calculator",
  "dti_calculator",
  "ecommerce_profit_margin_calculator",
  "electricity_cost_calculator",
  "employee_cost_calculator",
  "etsy_fee_calculator",
  "ev_charging_cost_calculator",
  "fence_calculator",
  "fertilizer_calculator",
  "fine_tuning_cost_calculator",
  "fire_calculator",
  "flooring_calculator",
  "freelance_hourly_rate_calculator",
  "gas_vs_electric_car_calculator",
  "global_hiring_cost_calculator",
  "gpu_vram_calculator",
  "grass_seed_calculator",
  "gravel_calculator",
  "heart_rate_zone_calculator",
  "heat_pump_savings_calculator",
  "heloc_calculator",
  "hire_vs_outsource_calculator",
  "home_affordability_calculator",
  "home_battery_size_calculator",
  "ideal_weight_calculator",
  "lead_gen_budget_calculator",
  "lease_vs_buy_car_calculator",
  "llc_vs_sole_proprietor_calculator",
  "llm_api_cost_calculator",
  "llm_self_host_vs_api_calculator",
  "llm_throughput_calculator",
  "loan_amortization_calculator",
  "macro_calculator",
  "margin_markup_calculator",
  "mortgage_overpayment_calculator",
  "mortgage_piti_calculator",
  "mortgage_points_calculator",
  "mortgage_refinance_calculator",
  "mulch_calculator",
  "one_rep_max_calculator",
  "overtime_pay_calculator",
  "paint_calculator",
  "pay_raise_calculator",
  "payback_period_calculator",
  "personal_loan_calculator",
  "pet_cost_calculator",
  "pet_food_portion_calculator",
  "pizza_dough_calculator",
  "pricing_strategy_calculator",
  "print_resolution_calculator",
  "product_pricing_calculator",
  "prompt_caching_savings_calculator",
  "pto_accrual_calculator",
  "puppy_weight_calculator",
  "purchase_impact_calculator",
  "rag_cost_calculator",
  "recipe_cost_calculator",
  "recipe_scaler_calculator",
  "rent_affordability_calculator",
  "rent_vs_buy_calculator",
  "required_savings_calculator",
  "retirement_monte_carlo_calculator",
  "roas_calculator",
  "roi_calculator",
  "roth_ira_calculator",
  "running_pace_calculator",
  "saas_mrr_growth_calculator",
  "salary_to_hourly_calculator",
  "sales_tax_calculator",
  "savings_drawdown_calculator",
  "savings_goal_calculator",
  "solar_panel_savings_calculator",
  "solar_system_size_calculator",
  "student_loan_calculator",
  "take_home_pay_calculator",
  "tdee_calculator",
  "tiered_commission_calculator",
  "tile_calculator",
  "time_lapse_calculator",
  "token_counter_calculator",
  "topsoil_calculator",
  "turkey_cooking_time_calculator"
 ],
 "drift": [
  {
   "tool": "mortgage_overpayment_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "debt_payoff_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "freelance_hourly_rate_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "compound_interest_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "savings_goal_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "car_loan_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "break_even_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "margin_markup_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "rent_vs_buy_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "fire_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "take_home_pay_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "student_loan_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "apy_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "roi_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "loan_amortization_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "paint_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "mortgage_refinance_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "tdee_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "macro_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "running_pace_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "rent_affordability_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "closing_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "mortgage_points_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "home_affordability_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "down_payment_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "mortgage_piti_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "balance_transfer_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "heloc_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "debt_consolidation_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "credit_card_payoff_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "personal_loan_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "dti_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "saas_mrr_growth_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "cac_ltv_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "roas_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "churn_rate_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "payback_period_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "burn_rate_runway_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "product_pricing_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "sales_tax_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "amazon_fba_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "etsy_fee_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "ecommerce_profit_margin_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "solar_panel_savings_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "solar_system_size_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "electricity_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "ev_charging_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "heat_pump_savings_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "home_battery_size_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "car_affordability_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "car_lease_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "lease_vs_buy_car_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "car_depreciation_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "cost_per_mile_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "gas_vs_electric_car_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "flooring_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "tile_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "concrete_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "drywall_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "deck_boards_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "fence_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "llm_api_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "token_counter_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "ai_build_vs_buy_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "gpu_vram_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "ai_roi_calculator",
   "kind": "mutated",
   "severity": "high",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "ai_job_exposure_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "salary_to_hourly_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "overtime_pay_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "pay_raise_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "pto_accrual_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "contractor_vs_employee_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "employee_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "401k_match_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "roth_ira_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "cd_ladder_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "coast_fire_calculator",
   "kind": "mutated",
   "severity": "high",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "dividend_reinvestment_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "savings_drawdown_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "retirement_monte_carlo_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "mulch_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "topsoil_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "grass_seed_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "gravel_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "fertilizer_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "one_rep_max_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "body_fat_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "ideal_weight_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "calories_burned_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "heart_rate_zone_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "calorie_deficit_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "recipe_scaler_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "baking_pan_conversion_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "pizza_dough_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "turkey_cooking_time_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "recipe_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "brine_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "depth_of_field_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "crop_factor_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "print_resolution_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "time_lapse_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "aspect_ratio_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "dog_age_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "pet_food_portion_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "puppy_weight_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "pet_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "aquarium_stocking_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "required_savings_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "purchase_impact_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "hire_vs_outsource_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "global_hiring_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "ai_automation_payback_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "llc_vs_sole_proprietor_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "pricing_strategy_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "lead_gen_budget_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "llm_self_host_vs_api_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "fine_tuning_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "rag_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "ai_agent_cost_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "prompt_caching_savings_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "llm_throughput_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "tiered_commission_calculator",
   "kind": "mutated",
   "severity": "medium",
   "detected_at": "2026-10-22T18:17:43.445Z"
  }
 ],
 "findings": [
  {
   "tool": "ai_roi_calculator",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'roi_calculator'",
   "seen_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "tool": "coast_fire_calculator",
   "detector": "cross_tool_reference",
   "severity": "high",
   "field": "description",
   "evidence": "references sibling tool 'fire_calculator'",
   "seen_at": "2026-10-22T18:17:43.445Z"
  }
 ],
 "probes": [
  {
   "status": "OK",
   "n_tools": 122,
   "ran_at": "2026-10-24T12:17:42.805Z"
  },
  {
   "status": "OK",
   "n_tools": 122,
   "ran_at": "2026-10-22T18:17:43.445Z"
  },
  {
   "status": "OK",
   "n_tools": 122,
   "ran_at": "2026-08-13T12:17:15.844Z"
  }
 ]
}