← The evidence ledger
Evidence row 221803
Observed , by probe.mcp/1.
- Kind
- mcp.tools
- About
- endpoint b6dbe25c-989f-4a0c-bd28-23ca6fd2f508
- Recorded
- Previous row
- None: the first of its kind about this subject
- Body SHA-256
- cc8dc94048fc49278bfe3a5be181df520bb479987aa35abc710d1f0ea1c8240c
- Leaf
- 0x10516c156264bc7a137b775bb1f8f413d964cce4670b314d0f2f1c20c74e185a
What was observed
{
"count": 10,
"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"
},
{
"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"
},
{
"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"
},
{
"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"
},
{
"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"
},
{
"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"
},
{
"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"
},
{
"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"
},
{
"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"
},
{
"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"
}
]
}What the leaf hashes
{"body":"cc8dc94048fc49278bfe3a5be181df520bb479987aa35abc710d1f0ea1c8240c","id":221803,"kind":"mcp.tools","method":"probe.mcp/1","observed_us":1793027613135412,"prev":null,"subject":"b6dbe25c-989f-4a0c-bd28-23ca6fd2f508","subject_kind":"endpoint"}Proof
Fold these into the leaf in order, hashing each sorted pair with keccak256, to reach the root of (296695 rows).
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- 0x9b9ce5b74b9bab5121612ef6b64920a8d453cbf311096a423eef9702747e868a
- Day root
- 0xf43e8dcc3d451a4788b26be904c55e8c4c0fa75c9666796c51db38d37e2c0df8
- Chained
- 0x702d5ac508f08b0d1accf36af25822d8e5660367494edd17a642fb61e158a57a
- Published
- On Arc Testnet, block 69251483: 0x495162f8936e19f0039918feebe6c307f327cd6bf8c37219620b1970041fa9ae