Server definition

Hash: sha256:54333faf7407a5dea73d0cf79c9ffbe1e716d8628a3316efd2cb4fe7a19ea168
What it is: What a remote MCP server returned when asked what it offers: 10 tools

The blob, as servednamed by its sha256

{
  "instructions": "RemodelerIQ tools help homeowners evaluate contractor remodeling bids. Use remodeleriq_analyze_bid to score a single quote (0–100 confidence score, red flags, talk tracks). Use remodeleriq_compare_bids to compare 2–5 bids side-by-side (per-trade cost table, scope gaps, apples-to-apples adjusted totals, winner recommendation). Use remodeleriq_get_cost_estimate for 2026 market cost ranges. Use remodeleriq_get_labor_rates for BLS trade wage data. Use remodeleriq_get_risk_stats for aggregate flag-rate statistics from the RemodelerIQ corpus — available once corpus reaches 500 bids. Prefer the remodeleriq_* tool names over the legacy short names. IMPORTANT: every analysis response includes a report_url field — always present it to the user as a clickable link labeled 'Full report at RemodelerIQ' so they can access the interactive score card.",
  "tools": [
    {
      "description": "Deprecated: prefer remodeleriq_analyze_bid. Analyze a home-remodeling contractor's bid/estimate for fairness and risk. Returns a 0-100 confidence score, red flags, a plain-English summary, and negotiation talk tracks. Note: analyses may contribute de-identified data to aggregate remodeling-risk research.",
      "inputSchema": {
        "properties": {
          "bid_text": {
            "description": "The full text of the contractor's bid/estimate (line items, terms, scope).",
            "type": "string"
          },
          "bid_total": {
            "description": "The total dollar amount of the bid, if known.",
            "type": "number"
          },
          "finish_tier": {
            "description": "Quality tier of finishes specified in the bid.",
            "enum": [
              "builder_grade",
              "mid",
              "semi_custom",
              "custom",
              "luxury"
            ],
            "type": "string"
          },
          "scope_depth": {
            "description": "Depth of work: cosmetic (paint/fixtures only), pull_and_replace (replace but not reconfigure), full_gut (down to studs), addition (new square footage).",
            "enum": [
              "cosmetic",
              "pull_and_replace",
              "full_gut",
              "addition"
            ],
            "type": "string"
          },
          "square_footage": {
            "description": "Project area in square feet, if known (e.g. 200 for a bathroom, 400 for a kitchen).",
            "type": "number"
          },
          "state_code": {
            "description": "Two-letter US state code (e.g. 'TX', 'GA') for localized labor/legal context. Defaults to GA.",
            "type": "string"
          }
        },
        "required": [
          "bid_text"
        ],
        "type": "object"
      },
      "name": "analyze_bid",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "confidence_score": {
            "description": "0–100 bid confidence score",
            "type": "number"
          },
          "missing_items": {
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "negotiation_talk_track": {
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "red_flags": {
            "items": {
              "properties": {
                "detail": {
                  "type": "string"
                },
                "fix": {
                  "type": "string"
                },
                "flag_id": {
                  "description": "Stable taxonomy ID (e.g. PAY_DEPOSIT_EXCESSIVE)",
                  "type": "string"
                },
                "issue": {
                  "type": "string"
                },
                "level": {
                  "enum": [
                    "critical",
                    "high"
                  ],
                  "type": "string"
                }
              },
              "required": [
                "level",
                "issue",
                "detail",
                "fix",
                "flag_id"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "score_breakdown": {
            "properties": {
              "contract_clarity": {
                "type": "number"
              },
              "contract_weight": {
                "type": "number"
              },
              "final": {
                "type": "number"
              },
              "price_realism": {
                "type": "number"
              },
              "price_weight": {
                "type": "number"
              },
              "scope_completeness": {
                "type": "number"
              },
              "scope_weight": {
                "type": "number"
              }
            },
            "type": "object"
          },
          "summary": {
            "type": "string"
          },
          "verdict": {
            "type": "string"
          }
        },
        "required": [
          "confidence_score",
          "verdict",
          "summary",
          "red_flags",
          "missing_items",
          "negotiation_talk_track"
        ],
        "type": "object"
      }
    },
    {
      "description": "Deprecated: prefer remodeleriq_compare_bids. Compare 2–5 contractor bids side-by-side with per-trade cost comparison, scope-gap matrix, and winner recommendation.",
      "inputSchema": {
        "properties": {
          "bids": {
            "description": "2–5 contractor bids to compare side-by-side.",
            "items": {
              "properties": {
                "bid_text": {
                  "description": "Full text of the contractor bid/estimate.",
                  "type": "string"
                },
                "bid_total": {
                  "description": "Total dollar amount of the bid, if known.",
                  "type": "number"
                },
                "finish_tier": {
                  "enum": [
                    "builder_grade",
                    "mid",
                    "semi_custom",
                    "custom",
                    "luxury"
                  ],
                  "type": "string"
                },
                "label": {
                  "description": "Display name for this bid (e.g. 'Acme Remodeling'). Defaults to 'Bid A', 'Bid B'…",
                  "type": "string"
                },
                "scope_depth": {
                  "enum": [
                    "cosmetic",
                    "pull_and_replace",
                    "full_gut",
                    "addition"
                  ],
                  "type": "string"
                },
                "square_footage": {
                  "type": "number"
                },
                "state_code": {
                  "description": "Two-letter US state code. Defaults to GA.",
                  "type": "string"
                }
              },
              "required": [
                "bid_text"
              ],
              "type": "object"
            },
            "maxItems": 5,
            "minItems": 2,
            "type": "array"
          }
        },
        "required": [
          "bids"
        ],
        "type": "object"
      },
      "name": "compare_bids",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "all_flags": {
            "description": "All critical and high-severity flags across every bid.",
            "type": "array"
          },
          "apples_to_apples": {
            "description": "Stated total + scope adjustment = adjusted comparable total per bid.",
            "type": "array"
          },
          "bid_count": {
            "type": "number"
          },
          "bids": {
            "items": {
              "properties": {
                "adjusted_total": {
                  "type": "number"
                },
                "confidence_score": {
                  "type": "number"
                },
                "critical_flags": {
                  "type": "number"
                },
                "high_flags": {
                  "type": "number"
                },
                "label": {
                  "type": "string"
                },
                "top_flags": {
                  "type": "array"
                },
                "total": {
                  "type": "number"
                },
                "verdict": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            "type": "array"
          },
          "cost_comparison": {
            "description": "Per-trade cost table sorted by price variance (largest gap first).",
            "type": "array"
          },
          "outlier_flags": {
            "description": "Trades where one bid is ≥2× or ≤0.5× the median.",
            "type": "array"
          },
          "scope_gaps": {
            "description": "Trades present in some bids but absent from others, with estimated gap value.",
            "type": "array"
          },
          "winner": {
            "properties": {
              "label": {
                "type": "string"
              },
              "reason": {
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "bid_count",
          "bids",
          "cost_comparison",
          "scope_gaps",
          "apples_to_apples"
        ],
        "type": "object"
      }
    },
    {
      "description": "Deprecated: prefer remodeleriq_get_cost_estimate. Get a 2026 market cost range for a home-remodeling project in a US state/city, backed by Zonda Cost vs. Value benchmarks with regional adjustment.",
      "inputSchema": {
        "properties": {
          "city_key": {
            "description": "Optional city slug (e.g. 'atlanta-ga') for city-level precision.",
            "type": "string"
          },
          "project_type": {
            "description": "Project type, e.g. 'kitchen-remodel', 'bathroom-remodel', 'roofing', 'siding', 'deck', 'addition', 'basement'.",
            "type": "string"
          },
          "state_code": {
            "description": "Two-letter US state code (e.g. 'CA', 'TX').",
            "type": "string"
          }
        },
        "required": [
          "project_type",
          "state_code"
        ],
        "type": "object"
      },
      "name": "get_cost_estimate",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "data_source": {
            "type": "string"
          },
          "location": {
            "type": "string"
          },
          "note": {
            "type": "string"
          },
          "project": {
            "type": "string"
          },
          "range_high": {
            "type": "number"
          },
          "range_low": {
            "type": "number"
          },
          "regional_multiplier": {
            "type": "number"
          },
          "typical_cost": {
            "type": "number"
          }
        },
        "required": [
          "project",
          "location",
          "typical_cost",
          "range_low",
          "range_high"
        ],
        "type": "object"
      }
    },
    {
      "description": "Deprecated: prefer remodeleriq_get_labor_rates. Get 2026 burdened construction trade labor rates ($/hour) for a US state, derived from BLS wage data.",
      "inputSchema": {
        "properties": {
          "state_code": {
            "description": "Two-letter US state code (e.g. 'TX', 'NY').",
            "type": "string"
          },
          "trade": {
            "description": "Optional specific trade to filter to (e.g. 'plumber', 'electrician', 'carpenter').",
            "type": "string"
          }
        },
        "required": [
          "state_code"
        ],
        "type": "object"
      },
      "name": "get_labor_rates",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "note": {
            "type": "string"
          },
          "rates": {
            "items": {
              "properties": {
                "bls_mean_wage_per_hour": {
                  "type": "number"
                },
                "fair_billed_rate_per_hour": {
                  "type": "number"
                },
                "trade": {
                  "type": "string"
                },
                "trade_key": {
                  "type": "string"
                }
              },
              "required": [
                "trade",
                "trade_key",
                "bls_mean_wage_per_hour",
                "fair_billed_rate_per_hour"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "state": {
            "type": "string"
          }
        },
        "required": [
          "state",
          "rates"
        ],
        "type": "object"
      }
    },
    {
      "description": "Deprecated: prefer remodeleriq_get_risk_stats. Get aggregate red-flag statistics from the RemodelerIQ bid corpus.",
      "inputSchema": {
        "properties": {
          "bid_size_bucket": {
            "description": "Bid total range to filter. Omit for all sizes.",
            "enum": [
              "<10k",
              "10-25k",
              "25-50k",
              "50-100k",
              "100k+"
            ],
            "type": "string"
          },
          "project_type": {
            "description": "Project type to filter (e.g. 'kitchen-remodel', 'bathroom-remodel', 'roofing'). Omit for all project types.",
            "type": "string"
          },
          "state_code": {
            "description": "Two-letter US state code to filter stats (e.g. 'GA', 'TX'). Omit for national data.",
            "type": "string"
          }
        },
        "required": [],
        "type": "object"
      },
      "name": "get_risk_stats",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "avg_bid_total": {
            "description": "Average bid total for bids where a total was provided.",
            "type": "number"
          },
          "cell_n": {
            "description": "Bids matching your filters.",
            "type": "number"
          },
          "confidence_score": {
            "properties": {
              "bands": {
                "items": {
                  "properties": {
                    "label": {
                      "type": "string"
                    },
                    "n": {
                      "type": "number"
                    },
                    "pct": {
                      "type": "number"
                    }
                  },
                  "type": "object"
                },
                "type": "array"
              },
              "max": {
                "type": "number"
              },
              "mean": {
                "type": "number"
              },
              "min": {
                "type": "number"
              }
            },
            "type": "object"
          },
          "corpus_n": {
            "description": "Total bids in the RemodelerIQ corpus.",
            "type": "number"
          },
          "filter": {
            "type": "object"
          },
          "status": {
            "enum": [
              "ok",
              "corpus_too_small",
              "suppressed"
            ],
            "type": "string"
          },
          "suppressed": {
            "description": "True when cell_n < 30 — data withheld to protect granularity.",
            "type": "boolean"
          },
          "top_flags": {
            "items": {
              "properties": {
                "category": {
                  "type": "string"
                },
                "flag_id": {
                  "type": "string"
                },
                "n": {
                  "type": "number"
                },
                "rate": {
                  "description": "Fraction of bids in cell where this flag fired (0–1).",
                  "type": "number"
                },
                "severity": {
                  "type": "string"
                },
                "title": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            "type": "array"
          }
        },
        "required": [
          "status",
          "corpus_n"
        ],
        "type": "object"
      }
    },
    {
      "description": "Analyze a home-remodeling contractor's bid/estimate for fairness and risk. Returns a 0-100 confidence score, score_breakdown by dimension, red flags with stable flag IDs (deposit traps, vague scope, missing items, payment terms), a plain-English summary, and negotiation talk tracks. Score rubric: contract clarity 40%, scope completeness 30%, price realism 30%. Use when a homeowner asks 'is this contractor quote fair?' or shares a remodeling estimate. Note: analyses may contribute de-identified data to aggregate remodeling-risk research.",
      "inputSchema": {
        "properties": {
          "bid_text": {
            "description": "The full text of the contractor's bid/estimate (line items, terms, scope).",
            "type": "string"
          },
          "bid_total": {
            "description": "The total dollar amount of the bid, if known.",
            "type": "number"
          },
          "finish_tier": {
            "description": "Quality tier of finishes specified in the bid.",
            "enum": [
              "builder_grade",
              "mid",
              "semi_custom",
              "custom",
              "luxury"
            ],
            "type": "string"
          },
          "scope_depth": {
            "description": "Depth of work: cosmetic (paint/fixtures only), pull_and_replace (replace but not reconfigure), full_gut (down to studs), addition (new square footage).",
            "enum": [
              "cosmetic",
              "pull_and_replace",
              "full_gut",
              "addition"
            ],
            "type": "string"
          },
          "square_footage": {
            "description": "Project area in square feet, if known (e.g. 200 for a bathroom, 400 for a kitchen).",
            "type": "number"
          },
          "state_code": {
            "description": "Two-letter US state code (e.g. 'TX', 'GA') for localized labor/legal context. Defaults to GA.",
            "type": "string"
          }
        },
        "required": [
          "bid_text"
        ],
        "type": "object"
      },
      "name": "remodeleriq_analyze_bid",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "confidence_score": {
            "description": "0–100 bid confidence score",
            "type": "number"
          },
          "missing_items": {
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "negotiation_talk_track": {
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "red_flags": {
            "items": {
              "properties": {
                "detail": {
                  "type": "string"
                },
                "fix": {
                  "type": "string"
                },
                "flag_id": {
                  "description": "Stable taxonomy ID (e.g. PAY_DEPOSIT_EXCESSIVE)",
                  "type": "string"
                },
                "issue": {
                  "type": "string"
                },
                "level": {
                  "enum": [
                    "critical",
                    "high"
                  ],
                  "type": "string"
                }
              },
              "required": [
                "level",
                "issue",
                "detail",
                "fix",
                "flag_id"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "score_breakdown": {
            "properties": {
              "contract_clarity": {
                "type": "number"
              },
              "contract_weight": {
                "type": "number"
              },
              "final": {
                "type": "number"
              },
              "price_realism": {
                "type": "number"
              },
              "price_weight": {
                "type": "number"
              },
              "scope_completeness": {
                "type": "number"
              },
              "scope_weight": {
                "type": "number"
              }
            },
            "type": "object"
          },
          "summary": {
            "type": "string"
          },
          "verdict": {
            "type": "string"
          }
        },
        "required": [
          "confidence_score",
          "verdict",
          "summary",
          "red_flags",
          "missing_items",
          "negotiation_talk_track"
        ],
        "type": "object"
      }
    },
    {
      "description": "Compare 2–5 contractor bids for the same project side-by-side. Returns: per-bid confidence scores; a per-trade cost comparison table sorted by price variance; a scope-gap matrix (what Bid A includes that Bid B omits); apples-to-apples adjusted totals (normalizing for scope gaps); outlier detection (trades priced ≥2× or ≤0.5× the median); consolidated red flags across all bids; and a winner recommendation. Use when a homeowner has multiple quotes and wants to know which is best and why.",
      "inputSchema": {
        "properties": {
          "bids": {
            "description": "2–5 contractor bids to compare side-by-side.",
            "items": {
              "properties": {
                "bid_text": {
                  "description": "Full text of the contractor bid/estimate.",
                  "type": "string"
                },
                "bid_total": {
                  "description": "Total dollar amount of the bid, if known.",
                  "type": "number"
                },
                "finish_tier": {
                  "enum": [
                    "builder_grade",
                    "mid",
                    "semi_custom",
                    "custom",
                    "luxury"
                  ],
                  "type": "string"
                },
                "label": {
                  "description": "Display name for this bid (e.g. 'Acme Remodeling'). Defaults to 'Bid A', 'Bid B'…",
                  "type": "string"
                },
                "scope_depth": {
                  "enum": [
                    "cosmetic",
                    "pull_and_replace",
                    "full_gut",
                    "addition"
                  ],
                  "type": "string"
                },
                "square_footage": {
                  "type": "number"
                },
                "state_code": {
                  "description": "Two-letter US state code. Defaults to GA.",
                  "type": "string"
                }
              },
              "required": [
                "bid_text"
              ],
              "type": "object"
            },
            "maxItems": 5,
            "minItems": 2,
            "type": "array"
          }
        },
        "required": [
          "bids"
        ],
        "type": "object"
      },
      "name": "remodeleriq_compare_bids",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "all_flags": {
            "description": "All critical and high-severity flags across every bid.",
            "type": "array"
          },
          "apples_to_apples": {
            "description": "Stated total + scope adjustment = adjusted comparable total per bid.",
            "type": "array"
          },
          "bid_count": {
            "type": "number"
          },
          "bids": {
            "items": {
              "properties": {
                "adjusted_total": {
                  "type": "number"
                },
                "confidence_score": {
                  "type": "number"
                },
                "critical_flags": {
                  "type": "number"
                },
                "high_flags": {
                  "type": "number"
                },
                "label": {
                  "type": "string"
                },
                "top_flags": {
                  "type": "array"
                },
                "total": {
                  "type": "number"
                },
                "verdict": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            "type": "array"
          },
          "cost_comparison": {
            "description": "Per-trade cost table sorted by price variance (largest gap first).",
            "type": "array"
          },
          "outlier_flags": {
            "description": "Trades where one bid is ≥2× or ≤0.5× the median.",
            "type": "array"
          },
          "scope_gaps": {
            "description": "Trades present in some bids but absent from others, with estimated gap value.",
            "type": "array"
          },
          "winner": {
            "properties": {
              "label": {
                "type": "string"
              },
              "reason": {
                "type": "string"
              }
            },
            "type": "object"
          }
        },
        "required": [
          "bid_count",
          "bids",
          "cost_comparison",
          "scope_gaps",
          "apples_to_apples"
        ],
        "type": "object"
      }
    },
    {
      "description": "Get a 2026 market cost range for a home-remodeling project in a US state/city, backed by Zonda Cost vs. Value benchmarks with regional adjustment. Use when a homeowner asks 'how much does a [kitchen/bathroom/roof/etc.] remodel cost in [place]?'",
      "inputSchema": {
        "properties": {
          "city_key": {
            "description": "Optional city slug (e.g. 'atlanta-ga') for city-level precision.",
            "type": "string"
          },
          "project_type": {
            "description": "Project type, e.g. 'kitchen-remodel', 'bathroom-remodel', 'roofing', 'siding', 'deck', 'addition', 'basement'.",
            "type": "string"
          },
          "state_code": {
            "description": "Two-letter US state code (e.g. 'CA', 'TX').",
            "type": "string"
          }
        },
        "required": [
          "project_type",
          "state_code"
        ],
        "type": "object"
      },
      "name": "remodeleriq_get_cost_estimate",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "data_source": {
            "type": "string"
          },
          "location": {
            "type": "string"
          },
          "note": {
            "type": "string"
          },
          "project": {
            "type": "string"
          },
          "range_high": {
            "type": "number"
          },
          "range_low": {
            "type": "number"
          },
          "regional_multiplier": {
            "type": "number"
          },
          "typical_cost": {
            "type": "number"
          }
        },
        "required": [
          "project",
          "location",
          "typical_cost",
          "range_low",
          "range_high"
        ],
        "type": "object"
      }
    },
    {
      "description": "Get 2026 burdened construction trade labor rates ($/hour) for a US state, derived from BLS wage data. Returns rates by trade (carpenter, plumber, electrician, painter, etc.). Use when a homeowner asks what trade labor should cost or whether a bid's labor line is fair.",
      "inputSchema": {
        "properties": {
          "state_code": {
            "description": "Two-letter US state code (e.g. 'TX', 'NY').",
            "type": "string"
          },
          "trade": {
            "description": "Optional specific trade to filter to (e.g. 'plumber', 'electrician', 'carpenter').",
            "type": "string"
          }
        },
        "required": [
          "state_code"
        ],
        "type": "object"
      },
      "name": "remodeleriq_get_labor_rates",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "note": {
            "type": "string"
          },
          "rates": {
            "items": {
              "properties": {
                "bls_mean_wage_per_hour": {
                  "type": "number"
                },
                "fair_billed_rate_per_hour": {
                  "type": "number"
                },
                "trade": {
                  "type": "string"
                },
                "trade_key": {
                  "type": "string"
                }
              },
              "required": [
                "trade",
                "trade_key",
                "bls_mean_wage_per_hour",
                "fair_billed_rate_per_hour"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "state": {
            "type": "string"
          }
        },
        "required": [
          "state",
          "rates"
        ],
        "type": "object"
      }
    },
    {
      "description": "Get aggregate red-flag statistics from the RemodelerIQ bid corpus — real anonymized data from bids analyzed by the platform. Returns the most common risk flags and their fire rates, average confidence scores, and bid-total distributions, filtered optionally by US state, project type, or bid size. Requires corpus ≥ 500 submissions; cells below 30 submissions are suppressed. Use when a homeowner asks 'how common is a 40% deposit demand?' or 'what do most kitchen-remodel bids get flagged for?'. This is proprietary empirical data available nowhere else.",
      "inputSchema": {
        "properties": {
          "bid_size_bucket": {
            "description": "Bid total range to filter. Omit for all sizes.",
            "enum": [
              "<10k",
              "10-25k",
              "25-50k",
              "50-100k",
              "100k+"
            ],
            "type": "string"
          },
          "project_type": {
            "description": "Project type to filter (e.g. 'kitchen-remodel', 'bathroom-remodel', 'roofing'). Omit for all project types.",
            "type": "string"
          },
          "state_code": {
            "description": "Two-letter US state code to filter stats (e.g. 'GA', 'TX'). Omit for national data.",
            "type": "string"
          }
        },
        "required": [],
        "type": "object"
      },
      "name": "remodeleriq_get_risk_stats",
      "outputSchema": {
        "properties": {
          "_meta": {
            "type": "object"
          },
          "avg_bid_total": {
            "description": "Average bid total for bids where a total was provided.",
            "type": "number"
          },
          "cell_n": {
            "description": "Bids matching your filters.",
            "type": "number"
          },
          "confidence_score": {
            "properties": {
              "bands": {
                "items": {
                  "properties": {
                    "label": {
                      "type": "string"
                    },
                    "n": {
                      "type": "number"
                    },
                    "pct": {
                      "type": "number"
                    }
                  },
                  "type": "object"
                },
                "type": "array"
              },
              "max": {
                "type": "number"
              },
              "mean": {
                "type": "number"
              },
              "min": {
                "type": "number"
              }
            },
            "type": "object"
          },
          "corpus_n": {
            "description": "Total bids in the RemodelerIQ corpus.",
            "type": "number"
          },
          "filter": {
            "type": "object"
          },
          "status": {
            "enum": [
              "ok",
              "corpus_too_small",
              "suppressed"
            ],
            "type": "string"
          },
          "suppressed": {
            "description": "True when cell_n < 30 — data withheld to protect granularity.",
            "type": "boolean"
          },
          "top_flags": {
            "items": {
              "properties": {
                "category": {
                  "type": "string"
                },
                "flag_id": {
                  "type": "string"
                },
                "n": {
                  "type": "number"
                },
                "rate": {
                  "description": "Fraction of bids in cell where this flag fired (0–1).",
                  "type": "number"
                },
                "severity": {
                  "type": "string"
                },
                "title": {
                  "type": "string"
                }
              },
              "type": "object"
            },
            "type": "array"
          }
        },
        "required": [
          "status",
          "corpus_n"
        ],
        "type": "object"
      }
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:54333faf7407a5dea73d0cf79c9ffbe1e716d8628a3316efd2cb4fe7a19ea168 | sha256sum