remodeleriq
Check if a contractor's remodeling bid is fair: analyze a quote, get cost + labor estimates.
Sollte ich dies verwenden
Qualität und Sicherheit
A
Befunde (1)
- LOWTool 'compare_bids' description lacks action verbin compare_bids
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
~4,700Tokens (Tool-Definitionen)
~4.2 KBTypische Antwortgröße
Erhebliche Auswirkung auf die Aufmerksamkeit (3.67% von 128k Kontext)
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"remodeleriq": {
"url": "https://remodeleriq.com/mcp"
}
}
}Remote-Endpunkte
https://remodeleriq.com/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (10)
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🟢remodeleriq_analyze_bid(bid_text, bid_total, state_code, square_footage, finish_tier, ...)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"bid_text": {
"type": "string",
"description": "The full text of the contractor's bid/estimate (line items, terms, scope)."
},
"bid_total": {
"type": "number",
"description": "The total dollar amount of the bid, if known."
},
"state_code": {
"type": "string",
"description": "Two-letter US state code (e.g. 'TX', 'GA') for localized labor/legal context. Defaults to GA."
},
"square_footage": {
"type": "number",
"description": "Project area in square feet, if known (e.g. 200 for a bathroom, 400 for a kitchen)."
},
"finish_tier": {
"type": "string",
"enum": [
"builder_grade",
"mid",
"semi_custom",
"custom",
"luxury"
],
"description": "Quality tier of finishes specified in the bid."
},
"scope_depth": {
"type": "string",
"enum": [
"cosmetic",
"pull_and_replace",
"full_gut",
"addition"
],
"description": "Depth of work: cosmetic (paint/fixtures only), pull_and_replace (replace but not reconfigure), full_gut (down to studs), addition (new square footage)."
}
},
"required": [
"bid_text"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"confidence_score": {
"type": "number",
"description": "0–100 bid confidence score"
},
"verdict": {
"type": "string"
},
"summary": {
"type": "string"
},
"red_flags": {
"type": "array",
"items": {
"type": "object",
"properties": {
"level": {
"type": "string",
"enum": [
"critical",
"high"
]
},
"issue": {
"type": "string"
},
"detail": {
"type": "string"
},
"fix": {
"type": "string"
},
"flag_id": {
"type": "string",
"description": "Stable taxonomy ID (e.g. PAY_DEPOSIT_EXCESSIVE)"
}
},
"required": [
"level",
"issue",
"detail",
"fix",
"flag_id"
]
}
},
"missing_items": {
"type": "array",
"items": {
"type": "string"
}
},
"negotiation_talk_track": {
"type": "array",
"items": {
"type": "string"
}
},
"score_breakdown": {
"type": "object",
"properties": {
"contract_clarity": {
"type": "number"
},
"contract_weight": {
"type": "number"
},
"scope_completeness": {
"type": "number"
},
"scope_weight": {
"type": "number"
},
"price_realism": {
"type": "number"
},
"price_weight": {
"type": "number"
},
"final": {
"type": "number"
}
}
},
"_meta": {
"type": "object"
}
},
"required": [
"confidence_score",
"verdict",
"summary",
"red_flags",
"missing_items",
"negotiation_talk_track"
]
}🟢remodeleriq_get_cost_estimate(project_type, state_code, city_key)
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]?'
Eingabe-Schema
{
"type": "object",
"properties": {
"project_type": {
"type": "string",
"description": "Project type, e.g. 'kitchen-remodel', 'bathroom-remodel', 'roofing', 'siding', 'deck', 'addition', 'basement'."
},
"state_code": {
"type": "string",
"description": "Two-letter US state code (e.g. 'CA', 'TX')."
},
"city_key": {
"type": "string",
"description": "Optional city slug (e.g. 'atlanta-ga') for city-level precision."
}
},
"required": [
"project_type",
"state_code"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"project": {
"type": "string"
},
"location": {
"type": "string"
},
"typical_cost": {
"type": "number"
},
"range_low": {
"type": "number"
},
"range_high": {
"type": "number"
},
"regional_multiplier": {
"type": "number"
},
"data_source": {
"type": "string"
},
"note": {
"type": "string"
},
"_meta": {
"type": "object"
}
},
"required": [
"project",
"location",
"typical_cost",
"range_low",
"range_high"
]
}🟢remodeleriq_get_labor_rates(state_code, trade)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"state_code": {
"type": "string",
"description": "Two-letter US state code (e.g. 'TX', 'NY')."
},
"trade": {
"type": "string",
"description": "Optional specific trade to filter to (e.g. 'plumber', 'electrician', 'carpenter')."
}
},
"required": [
"state_code"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"state": {
"type": "string"
},
"note": {
"type": "string"
},
"rates": {
"type": "array",
"items": {
"type": "object",
"properties": {
"trade": {
"type": "string"
},
"trade_key": {
"type": "string"
},
"bls_mean_wage_per_hour": {
"type": "number"
},
"fair_billed_rate_per_hour": {
"type": "number"
}
},
"required": [
"trade",
"trade_key",
"bls_mean_wage_per_hour",
"fair_billed_rate_per_hour"
]
}
},
"_meta": {
"type": "object"
}
},
"required": [
"state",
"rates"
]
}🟢analyze_bid(bid_text, bid_total, state_code, square_footage, finish_tier, ...)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"bid_text": {
"type": "string",
"description": "The full text of the contractor's bid/estimate (line items, terms, scope)."
},
"bid_total": {
"type": "number",
"description": "The total dollar amount of the bid, if known."
},
"state_code": {
"type": "string",
"description": "Two-letter US state code (e.g. 'TX', 'GA') for localized labor/legal context. Defaults to GA."
},
"square_footage": {
"type": "number",
"description": "Project area in square feet, if known (e.g. 200 for a bathroom, 400 for a kitchen)."
},
"finish_tier": {
"type": "string",
"enum": [
"builder_grade",
"mid",
"semi_custom",
"custom",
"luxury"
],
"description": "Quality tier of finishes specified in the bid."
},
"scope_depth": {
"type": "string",
"enum": [
"cosmetic",
"pull_and_replace",
"full_gut",
"addition"
],
"description": "Depth of work: cosmetic (paint/fixtures only), pull_and_replace (replace but not reconfigure), full_gut (down to studs), addition (new square footage)."
}
},
"required": [
"bid_text"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"confidence_score": {
"type": "number",
"description": "0–100 bid confidence score"
},
"verdict": {
"type": "string"
},
"summary": {
"type": "string"
},
"red_flags": {
"type": "array",
"items": {
"type": "object",
"properties": {
"level": {
"type": "string",
"enum": [
"critical",
"high"
]
},
"issue": {
"type": "string"
},
"detail": {
"type": "string"
},
"fix": {
"type": "string"
},
"flag_id": {
"type": "string",
"description": "Stable taxonomy ID (e.g. PAY_DEPOSIT_EXCESSIVE)"
}
},
"required": [
"level",
"issue",
"detail",
"fix",
"flag_id"
]
}
},
"missing_items": {
"type": "array",
"items": {
"type": "string"
}
},
"negotiation_talk_track": {
"type": "array",
"items": {
"type": "string"
}
},
"score_breakdown": {
"type": "object",
"properties": {
"contract_clarity": {
"type": "number"
},
"contract_weight": {
"type": "number"
},
"scope_completeness": {
"type": "number"
},
"scope_weight": {
"type": "number"
},
"price_realism": {
"type": "number"
},
"price_weight": {
"type": "number"
},
"final": {
"type": "number"
}
}
},
"_meta": {
"type": "object"
}
},
"required": [
"confidence_score",
"verdict",
"summary",
"red_flags",
"missing_items",
"negotiation_talk_track"
]
}🟢get_cost_estimate(project_type, state_code, city_key)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"project_type": {
"type": "string",
"description": "Project type, e.g. 'kitchen-remodel', 'bathroom-remodel', 'roofing', 'siding', 'deck', 'addition', 'basement'."
},
"state_code": {
"type": "string",
"description": "Two-letter US state code (e.g. 'CA', 'TX')."
},
"city_key": {
"type": "string",
"description": "Optional city slug (e.g. 'atlanta-ga') for city-level precision."
}
},
"required": [
"project_type",
"state_code"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"project": {
"type": "string"
},
"location": {
"type": "string"
},
"typical_cost": {
"type": "number"
},
"range_low": {
"type": "number"
},
"range_high": {
"type": "number"
},
"regional_multiplier": {
"type": "number"
},
"data_source": {
"type": "string"
},
"note": {
"type": "string"
},
"_meta": {
"type": "object"
}
},
"required": [
"project",
"location",
"typical_cost",
"range_low",
"range_high"
]
}🟢get_labor_rates(state_code, trade)
Deprecated: prefer remodeleriq_get_labor_rates. Get 2026 burdened construction trade labor rates ($/hour) for a US state, derived from BLS wage data.
Eingabe-Schema
{
"type": "object",
"properties": {
"state_code": {
"type": "string",
"description": "Two-letter US state code (e.g. 'TX', 'NY')."
},
"trade": {
"type": "string",
"description": "Optional specific trade to filter to (e.g. 'plumber', 'electrician', 'carpenter')."
}
},
"required": [
"state_code"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"state": {
"type": "string"
},
"note": {
"type": "string"
},
"rates": {
"type": "array",
"items": {
"type": "object",
"properties": {
"trade": {
"type": "string"
},
"trade_key": {
"type": "string"
},
"bls_mean_wage_per_hour": {
"type": "number"
},
"fair_billed_rate_per_hour": {
"type": "number"
}
},
"required": [
"trade",
"trade_key",
"bls_mean_wage_per_hour",
"fair_billed_rate_per_hour"
]
}
},
"_meta": {
"type": "object"
}
},
"required": [
"state",
"rates"
]
}🟢remodeleriq_compare_bids(bids)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"bids": {
"type": "array",
"description": "2–5 contractor bids to compare side-by-side.",
"minItems": 2,
"maxItems": 5,
"items": {
"type": "object",
"properties": {
"bid_text": {
"type": "string",
"description": "Full text of the contractor bid/estimate."
},
"bid_total": {
"type": "number",
"description": "Total dollar amount of the bid, if known."
},
"label": {
"type": "string",
"description": "Display name for this bid (e.g. 'Acme Remodeling'). Defaults to 'Bid A', 'Bid B'…"
},
"state_code": {
"type": "string",
"description": "Two-letter US state code. Defaults to GA."
},
"square_footage": {
"type": "number"
},
"finish_tier": {
"type": "string",
"enum": [
"builder_grade",
"mid",
"semi_custom",
"custom",
"luxury"
]
},
"scope_depth": {
"type": "string",
"enum": [
"cosmetic",
"pull_and_replace",
"full_gut",
"addition"
]
}
},
"required": [
"bid_text"
]
}
}
},
"required": [
"bids"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"bid_count": {
"type": "number"
},
"bids": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"confidence_score": {
"type": "number"
},
"verdict": {
"type": "string"
},
"total": {
"type": "number"
},
"adjusted_total": {
"type": "number"
},
"critical_flags": {
"type": "number"
},
"high_flags": {
"type": "number"
},
"top_flags": {
"type": "array"
}
}
}
},
"winner": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"reason": {
"type": "string"
}
}
},
"cost_comparison": {
"type": "array",
"description": "Per-trade cost table sorted by price variance (largest gap first)."
},
"scope_gaps": {
"type": "array",
"description": "Trades present in some bids but absent from others, with estimated gap value."
},
"apples_to_apples": {
"type": "array",
"description": "Stated total + scope adjustment = adjusted comparable total per bid."
},
"outlier_flags": {
"type": "array",
"description": "Trades where one bid is ≥2× or ≤0.5× the median."
},
"all_flags": {
"type": "array",
"description": "All critical and high-severity flags across every bid."
},
"_meta": {
"type": "object"
}
},
"required": [
"bid_count",
"bids",
"cost_comparison",
"scope_gaps",
"apples_to_apples"
]
}🟢compare_bids(bids)
Deprecated: prefer remodeleriq_compare_bids. Compare 2–5 contractor bids side-by-side with per-trade cost comparison, scope-gap matrix, and winner recommendation.
Eingabe-Schema
{
"type": "object",
"properties": {
"bids": {
"type": "array",
"description": "2–5 contractor bids to compare side-by-side.",
"minItems": 2,
"maxItems": 5,
"items": {
"type": "object",
"properties": {
"bid_text": {
"type": "string",
"description": "Full text of the contractor bid/estimate."
},
"bid_total": {
"type": "number",
"description": "Total dollar amount of the bid, if known."
},
"label": {
"type": "string",
"description": "Display name for this bid (e.g. 'Acme Remodeling'). Defaults to 'Bid A', 'Bid B'…"
},
"state_code": {
"type": "string",
"description": "Two-letter US state code. Defaults to GA."
},
"square_footage": {
"type": "number"
},
"finish_tier": {
"type": "string",
"enum": [
"builder_grade",
"mid",
"semi_custom",
"custom",
"luxury"
]
},
"scope_depth": {
"type": "string",
"enum": [
"cosmetic",
"pull_and_replace",
"full_gut",
"addition"
]
}
},
"required": [
"bid_text"
]
}
}
},
"required": [
"bids"
]
}Ausgabe-Schema
{
"type": "object",
"properties": {
"bid_count": {
"type": "number"
},
"bids": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"confidence_score": {
"type": "number"
},
"verdict": {
"type": "string"
},
"total": {
"type": "number"
},
"adjusted_total": {
"type": "number"
},
"critical_flags": {
"type": "number"
},
"high_flags": {
"type": "number"
},
"top_flags": {
"type": "array"
}
}
}
},
"winner": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"reason": {
"type": "string"
}
}
},
"cost_comparison": {
"type": "array",
"description": "Per-trade cost table sorted by price variance (largest gap first)."
},
"scope_gaps": {
"type": "array",
"description": "Trades present in some bids but absent from others, with estimated gap value."
},
"apples_to_apples": {
"type": "array",
"description": "Stated total + scope adjustment = adjusted comparable total per bid."
},
"outlier_flags": {
"type": "array",
"description": "Trades where one bid is ≥2× or ≤0.5× the median."
},
"all_flags": {
"type": "array",
"description": "All critical and high-severity flags across every bid."
},
"_meta": {
"type": "object"
}
},
"required": [
"bid_count",
"bids",
"cost_comparison",
"scope_gaps",
"apples_to_apples"
]
}🟢remodeleriq_get_risk_stats(state_code, project_type, bid_size_bucket)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"state_code": {
"type": "string",
"description": "Two-letter US state code to filter stats (e.g. 'GA', 'TX'). Omit for national data."
},
"project_type": {
"type": "string",
"description": "Project type to filter (e.g. 'kitchen-remodel', 'bathroom-remodel', 'roofing'). Omit for all project types."
},
"bid_size_bucket": {
"type": "string",
"enum": [
"<10k",
"10-25k",
"25-50k",
"50-100k",
"100k+"
],
"description": "Bid total range to filter. Omit for all sizes."
}
},
"required": []
}Ausgabe-Schema
{
"type": "object",
"properties": {
"status": {
"type": "string",
"enum": [
"ok",
"corpus_too_small",
"suppressed"
]
},
"corpus_n": {
"type": "number",
"description": "Total bids in the RemodelerIQ corpus."
},
"cell_n": {
"type": "number",
"description": "Bids matching your filters."
},
"filter": {
"type": "object"
},
"suppressed": {
"type": "boolean",
"description": "True when cell_n < 30 — data withheld to protect granularity."
},
"top_flags": {
"type": "array",
"items": {
"type": "object",
"properties": {
"flag_id": {
"type": "string"
},
"rate": {
"type": "number",
"description": "Fraction of bids in cell where this flag fired (0–1)."
},
"n": {
"type": "number"
},
"severity": {
"type": "string"
},
"category": {
"type": "string"
},
"title": {
"type": "string"
}
}
}
},
"confidence_score": {
"type": "object",
"properties": {
"mean": {
"type": "number"
},
"min": {
"type": "number"
},
"max": {
"type": "number"
},
"bands": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"n": {
"type": "number"
},
"pct": {
"type": "number"
}
}
}
}
}
},
"avg_bid_total": {
"type": "number",
"description": "Average bid total for bids where a total was provided."
},
"_meta": {
"type": "object"
}
},
"required": [
"status",
"corpus_n"
]
}🟢get_risk_stats(state_code, project_type, bid_size_bucket)
Deprecated: prefer remodeleriq_get_risk_stats. Get aggregate red-flag statistics from the RemodelerIQ bid corpus.
Eingabe-Schema
{
"type": "object",
"properties": {
"state_code": {
"type": "string",
"description": "Two-letter US state code to filter stats (e.g. 'GA', 'TX'). Omit for national data."
},
"project_type": {
"type": "string",
"description": "Project type to filter (e.g. 'kitchen-remodel', 'bathroom-remodel', 'roofing'). Omit for all project types."
},
"bid_size_bucket": {
"type": "string",
"enum": [
"<10k",
"10-25k",
"25-50k",
"50-100k",
"100k+"
],
"description": "Bid total range to filter. Omit for all sizes."
}
},
"required": []
}Ausgabe-Schema
{
"type": "object",
"properties": {
"status": {
"type": "string",
"enum": [
"ok",
"corpus_too_small",
"suppressed"
]
},
"corpus_n": {
"type": "number",
"description": "Total bids in the RemodelerIQ corpus."
},
"cell_n": {
"type": "number",
"description": "Bids matching your filters."
},
"filter": {
"type": "object"
},
"suppressed": {
"type": "boolean",
"description": "True when cell_n < 30 — data withheld to protect granularity."
},
"top_flags": {
"type": "array",
"items": {
"type": "object",
"properties": {
"flag_id": {
"type": "string"
},
"rate": {
"type": "number",
"description": "Fraction of bids in cell where this flag fired (0–1)."
},
"n": {
"type": "number"
},
"severity": {
"type": "string"
},
"category": {
"type": "string"
},
"title": {
"type": "string"
}
}
}
},
"confidence_score": {
"type": "object",
"properties": {
"mean": {
"type": "number"
},
"min": {
"type": "number"
},
"max": {
"type": "number"
},
"bands": {
"type": "array",
"items": {
"type": "object",
"properties": {
"label": {
"type": "string"
},
"n": {
"type": "number"
},
"pct": {
"type": "number"
}
}
}
}
}
},
"avg_bid_total": {
"type": "number",
"description": "Average bid total for bids where a total was provided."
},
"_meta": {
"type": "object"
}
},
"required": [
"status",
"corpus_n"
]
}Community
Nachweis
Aktuelle Beobachtungen
verifiziertVersion nicht aufgezeichnet10 Tools
verifiziertVersion nicht aufgezeichnet10 Tools