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Glama

Real Estate Analyzer

Server Details

Free real-estate underwriting, no key or account. 6 strategies, stress tests, max offer.

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Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

Available Tools

4 tools
analyze_dealAnalyze a real-estate dealAInspect

Underwrite a real-estate investment deal and get a 0-100 score, verdict, cash flow, cap rate, DSCR, stress tests, break-even thresholds, and a shareable report link. Strategies: ltr (long-term rental), str (short-term rental), brrr, multifamily, flip (fix-n-flip), newc (new construction). All rates/percents are FRACTIONS (0.0675 = 6.75%). Omitted operating inputs are filled with documented defaults and listed in assumptions.estimated_fields. Output is a software estimate, not financial, investment, tax or legal advice — figures are projections to verify, not recommendations. Free, no key; the response includes a shareable report_url.

ParametersJSON Schema
NameRequiredDescriptionDefault
inputsYesDeal inputs in camelCase engine keys. Anything omitted gets a documented default, listed back under assumptions.estimated_fields. Minimum: price + the strategy's income driver (marketRent / adr+occupancy / units / arv / land+build). Call list_strategies for the full per-strategy schema.
strategyYesInvestment strategy to analyze.

Output Schema

ParametersJSON Schema
NameRequiredDescription
scoreYes0-100 deal score.
leversNoTop input changes that would each add ~$1,000/yr cash flow (STR).
stressNoStress scenarios, each with a verdict.
metricsYesHeadline metrics for this strategy.
summaryYesDeterministic one-paragraph summary.
upfrontNoCash-into-the-deal / project-cost stack rows {label, amount, kind}.
verdictYesStrong / Solid / Thin / Weak.
strategyYes
breakdownNoOrdered cash-flow / profit waterfall rows {label, amount, kind}; outflows are negative.
data_noteNoREIzer data tools that can refine this analysis (needs an API key).
disclaimerNoNot financial advice — software estimate only.
report_urlNoShareable public report page (30 days).
thresholdsNo
assumptionsNoestimated_fields lists every input REIzer defaulted.
inputs_usedNoThe resolved input set the analysis ran on — caller values plus documented defaults.
sensitivityNoWhich input drivers move the result most — {driver, range, low_impact, high_impact, swing}, sorted by swing (STR).

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description goes beyond the sparse annotations (all false hints) by disclosing that the output is a non-authoritative 'software estimate,' that omitted inputs get documented defaults, that rates must be fractions, and that a shareable report_url is returned. This adds meaningful behavioral context not captured in the structured fields.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, well-organized paragraph that front-loads the purpose, then covers strategies, the fraction rule, defaults, disclaimer, and free access. Every sentence adds distinct information with no redundancy, making it efficient for an agent to parse quickly.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (2 params, one deeply nested inputs object, output schema present), the description covers the main purpose, available strategies, input defaults, output nature, and the report URL. It doesn't need to detail the output schema since that is provided separately, but it gives enough context for correct invocation and expectation-setting.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, and each parameter already has a description in the schema. The description adds a global rule that all rates/percents are fractions and reinforces the default-filling behavior. While much of this is repeated from the schema, the cross-cutting emphasis on fractions is valuable and may prevent common input errors.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb ('Underwrite') and resource ('real-estate investment deal'), then lists concrete outputs (score, verdict, cash flow, cap rate, DSCR, stress tests, break-even thresholds, report link). It also enumerates the supported strategies, making its scope clear and distinguishing it from siblings like list_strategies and solve_max_offer.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description clearly implies usage when you have a deal and a strategy in mind, and it names the strategies you can pass. It lacks explicit exclusions or references to alternatives (e.g., 'use best_use to pick a strategy'), but the context is strong enough that an agent would know when to invoke this tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

best_useRank the best use of a propertyA
Read-onlyIdempotent
Inspect

Screen ONE property across every strategy the provided inputs qualify for and rank them by deal score — answers "what is the best use of this property?". Provide a superset of inputs (price, marketRent, adr, occupancy, rehabBudget, arv, units, …); strategies missing inputs are skipped with reasons. All rates/percents are FRACTIONS (0.0675 = 6.75%). Omitted operating inputs are filled with documented defaults and listed in assumptions.estimated_fields. Free, no key.

ParametersJSON Schema
NameRequiredDescriptionDefault
inputsYesDeal inputs in camelCase engine keys. Anything omitted gets a documented default, listed back under assumptions.estimated_fields. Send a SUPERSET across strategies — whatever you know. Strategies missing their required fields are skipped with a reason rather than failing the call.

Output Schema

ParametersJSON Schema
NameRequiredDescription
noteNo
rankedYes
skippedNo
best_useYesHighest-scoring strategy id.
data_noteNoREIzer data tools that can refine this analysis (needs an API key).
disclaimerNoNot financial advice — software estimate only.

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, but the description goes further: it warns that all rates/percents are fractions, states that omitted inputs are filled with documented defaults and listed in assumptions.estimated_fields, and notes it is free with no key. These are valuable behavioral details beyond what annotations provide.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact and front-loaded with the core purpose, followed by essential operational guidance (superset input, fractions, defaults, no key). Every sentence contributes meaningful information; there is no fluff or repetition of schema details.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complex nested schema and multiple strategies, the description covers key behavior: skipping missing strategies, default handling, fraction convention, and where defaults are reported. An output schema exists, so return structure doesn't need explanation, and the description is complete enough for an agent to select and invoke the tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage, so the baseline is 3. The description adds critical global semantics not uniformly present in the schema: sending a superset, all rates being fractions, and omitted fields getting defaults. This elevates the value beyond the structured schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: 'Screen ONE property across every strategy...' and 'rank them by deal score', directly answering 'what is the best use of this property?'. It distinguishes itself from siblings like analyze_deal (single-deal analysis) and list_strategies (strategy listing).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It clearly instructs to 'Provide a superset of inputs' and explains that strategies missing inputs are skipped with reasons, which is key usage guidance. It doesn't explicitly mention when not to use it or alternative tools, but the 'best use' framing and sibling context make the intended use clear.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_strategiesList strategies and their inputsA
Read-onlyIdempotent
Inspect

List every supported strategy with its required and optional input fields. Call this first when unsure which inputs a strategy needs. Free, no key.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
strategiesYes

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, so the description adds value beyond these. It discloses that the tool is 'Free, no key' (no authentication required) and that it lists 'every supported strategy,' indicating a complete enumeration without filtering. This supplements the annotation-provided safety profile.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two concise sentences that front-load the main action, immediately state the usage recommendation, and add a practical note about cost/authentication. Every sentence provides distinct value, and there is no verbosity or repetition.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

This is a simple, parameterless tool with rich annotations (readOnly, idempotent, non-destructive) and an output schema. The description covers the full scope: what it lists, when to use it, and access requirements. No additional context is needed for an agent to correctly select and invoke this tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, and the schema is empty (100% coverage by default). The per-rubric baseline for 0 parameters is 4. The description does not need to explain parameter semantics, but it does clarify what the output contains (required and optional input fields per strategy), which adds useful context.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: 'List every supported strategy with its required and optional input fields.' The verb 'list' and resource 'strategies' are specific, and the scope 'every supported strategy' distinguishes it from the sibling analysis/optimization tools. It unambiguously describes a discovery/metadata operation.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides explicit usage guidance: 'Call this first when unsure which inputs a strategy needs.' This establishes a clear use case and priority, though it does not explicitly name alternative tools or exclusion criteria. The guidance is clear and actionable, fitting a score of 4.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

solve_max_offerSolve the maximum offerA
Read-onlyIdempotent
Inspect

Reverse-solve the Maximum Allowable Offer: the highest purchase price that still meets every return target (defaults: CoC 8%, DSCR 1.20, cash flow ≥ 0; flip: 10% after-tax margin + 15% annualized ROI). Returns the MAO, the binding constraint, and per-target price ceilings. Strategies: ltr, str, brrr, multifamily, flip. Provide the deal inputs WITHOUT committing to a price (use arv or an asking price as reference). Override targets via the targets object. All rates/percents are FRACTIONS (0.0675 = 6.75%). Omitted operating inputs are filled with documented defaults and listed in assumptions.estimated_fields. Free, no key.

ParametersJSON Schema
NameRequiredDescriptionDefault
inputsYesDeal inputs in camelCase engine keys. Anything omitted gets a documented default, listed back under assumptions.estimated_fields. price is optional here — the asking price or ARV anchors the price-derived defaults while the solver searches.
targetsNoReturn targets the price must still satisfy. Omit to use each strategy's defaults.
strategyYes

Output Schema

ParametersJSON Schema
NameRequiredDescription
maoYesMaximum allowable offer in dollars.
summaryYes
strategyNo
disclaimerNoNot financial advice — software estimate only.
metrics_at_maoNo
binding_constraintNo
ceilings_per_targetNo

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, and non-destructive. The description adds valuable behavioral context: it fills omitted inputs with the listed defaults, returns the binding constraint, and notes 'Free, no key.' This goes beyond the annotation safety profile.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is dense but each sentence adds a distinct piece of information: purpose, output, strategies, input usage, targets, fraction convention, default fill behavior, and cost. It is front-loaded with the primary purpose and avoids filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity of the tool (multiple strategies, nested inputs, targets, defaults), the description covers purpose, usage, parameter conventions, default behavior, and output. The presence of an output schema means return-value details are captured there, so the description is complete for invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema already covers many parameter descriptions, but the description adds cross-cutting semantics: all rates are fractions, inputs without a price anchor use ARV/asking price, and the targets object can override defaults. This helps the agent set the correct parameter values, especially the nested objects.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with an explicit verb and resource: 'Reverse-solve the Maximum Allowable Offer: the highest purchase price that still meets every return target.' It further specifies the output (MAO, binding constraint, per-target price ceilings) and lists supported strategies, clearly distinguishing it from siblings like analyze_deal.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives clear context for when to use the tool ('Provide the deal inputs WITHOUT committing to a price') and explains how to override targets. It does not explicitly name alternative sibling tools, but the usage context is unambiguous enough for an agent to select it appropriately.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 1 tool update
    • Changedanalyze_deal4 fields changed
      • addedOutput schema / properties / breakdown
        Added value: +{
        +  "description": "Ordered cash-flow / profit waterfall rows {label, amount, kind}; outflows are negative.",
        +  "items": {
        +    "additionalProperties": true,
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / levers
        Added value: +{
        +  "description": "Top input changes that would each add ~$1,000/yr cash flow (STR).",
        +  "items": {
        +    "additionalProperties": true,
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / sensitivity
        Added value: +{
        +  "description": "Which input drivers move the result most — {driver, range, low_impact, high_impact, swing}, sorted by swing (STR).",
        +  "items": {
        +    "additionalProperties": true,
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / upfront
        Added value: +{
        +  "description": "Cash-into-the-deal / project-cost stack rows {label, amount, kind}.",
        +  "items": {
        +    "additionalProperties": true,
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
  2. 1 tool update
    • Changedanalyze_deal1 field changed
      • addedOutput schema / properties / inputs_used
        Added value: +{
        +  "additionalProperties": true,
        +  "description": "The resolved input set the analysis ran on — caller values plus documented defaults.",
        +  "type": "object"
        +}
  3. 2 tool updates
    • Changedanalyze_deal1 field changed
      • addedOutput schema / properties / data_note
        Added value: +{
        +  "description": "REIzer data tools that can refine this analysis (needs an API key).",
        +  "type": "string"
        +}
    • Changedbest_use1 field changed
      • addedOutput schema / properties / data_note
        Added value: +{
        +  "description": "REIzer data tools that can refine this analysis (needs an API key).",
        +  "type": "string"
        +}
  4. 2 tool updates
    • Removedpull_comps
    • Removedstr_market_data
  5. 3 tool updates
    • Changedanalyze_deal1 field changed
      • addedOutput schema / properties / disclaimer
        Added value: +{
        +  "description": "Not financial advice — software estimate only.",
        +  "type": "string"
        +}
    • Changedbest_use1 field changed
      • addedOutput schema / properties / disclaimer
        Added value: +{
        +  "description": "Not financial advice — software estimate only.",
        +  "type": "string"
        +}
    • Changedsolve_max_offer1 field changed
      • addedOutput schema / properties / disclaimer
        Added value: +{
        +  "description": "Not financial advice — software estimate only.",
        +  "type": "string"
        +}
  6. 4 tool updates
    • Changedanalyze_deal4 fields changed
      • addedInput schema / properties / inputs / additionalProperties
        Added value: +true
      • changedInput schema / properties / inputs / description
        Previous value: -"Deal inputs (camelCase engine keys — call list_strategies for each strategy's schema). Minimum: price + the income driver (marketRent / adr+occupancy / units / arv / land+build)."New value: +"Deal inputs in camelCase engine keys. Anything omitted gets a documented default, listed back under assumptions.estimated_fields. Minimum: price + the strategy's income driver (marketRent / adr+occupancy / units / arv / land+build). Call list_strategies for the full per-strategy schema."
      • addedInput schema / properties / inputs / properties
        Added value: +{
        +  "adr": {
        +    "description": "Average nightly rate in dollars. Required for str.",
        +    "type": "number"
        +  },
        +  "arv": {
        +    "description": "After-repair value in dollars. Required for brrr and flip.",
        +    "type": "number"
        +  },
        +  "btsArv": {
        +    "description": "Finished build-to-sell value in dollars. Required for newc.",
        +    "type": "number"
        +  },
        +  "buildPsf": {
        +    "description": "Build cost per square foot in dollars. Required for newc.",
        +    "type": "number"
        +  },
        +  "downPct": {
        +    "description": "Down payment. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Optional — a documented default applies.",
        +    "type": "number"
        +  },
        +  "insurance": {
        +    "description": "Annual insurance in dollars. Optional.",
        +    "type": "number"
        +  },
        +  "landPrice": {
        +    "description": "Land acquisition cost in dollars. Required for newc.",
        +    "type": "number"
        +  },
        +  "livingSqft": {
        +    "description": "Heated living area in square feet. Required for newc.",
        +    "type": "number"
        +  },
        +  "marketRent": {
        +    "description": "Expected monthly rent in dollars. Required for ltr and brrr.",
        +    "type": "number"
        +  },
        +  "occupancy": {
        +    "description": "Expected occupancy. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Required for str.",
        +    "type": "number"
        +  },
        +  "price": {
        +    "description": "Purchase price in dollars. Required for every strategy except newc.",
        +    "type": "number"
        +  },
        +  "rate": {
        +    "description": "Annual interest rate. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Optional.",
        +    "type": "number"
        +  },
        +  "rehabBudget": {
        +    "description": "Renovation budget in dollars. Required for brrr and flip.",
        +    "type": "number"
        +  },
        +  "taxes": {
        +    "description": "Annual property taxes in dollars. Optional.",
        +    "type": "number"
        +  },
        +  "term": {
        +    "description": "Loan term in years. Optional.",
        +    "type": "number"
        +  },
        +  "units": {
        +    "description": "Multifamily rent roll — {unitCount, avgRent, marketRent?} or an array of unit objects. Required for multifamily.",
        +    "type": "object"
        +  },
        +  "vacancyPct": {
        +    "description": "Vacancy allowance. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Optional.",
        +    "type": "number"
        +  }
        +}
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "properties": {
        +    "assumptions": {
        +      "additionalProperties": true,
        +      "description": "estimated_fields lists every input REIzer defaulted.",
        +      "type": "object"
        +    },
        +    "metrics": {
        +      "additionalProperties": true,
        +      "description": "Headline metrics for this strategy.",
        +      "type": "object"
        +    },
        +    "report_url": {
        +      "description": "Shareable public report page (30 days).",
        +      "type": "string"
        +    },
        +    "score": {
        +      "description": "0-100 deal score.",
        +      "type": "number"
        +    },
        +    "strategy": {
        +      "type": "string"
        +    },
        +    "stress": {
        +      "description": "Stress scenarios, each with a verdict.",
        +      "items": {
        +        "additionalProperties": true,
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "summary": {
        +      "description": "Deterministic one-paragraph summary.",
        +      "type": "string"
        +    },
        +    "thresholds": {
        +      "additionalProperties": true,
        +      "type": [
        +        "object",
        +        "null"
        +      ]
        +    },
        +    "verdict": {
        +      "description": "Strong / Solid / Thin / Weak.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "strategy",
        +    "score",
        +    "verdict",
        +    "metrics",
        +    "summary"
        +  ],
        +  "type": "object"
        +}
    • Changedbest_use4 fields changed
      • addedInput schema / properties / inputs / additionalProperties
        Added value: +true
      • changedInput schema / properties / inputs / description
        Previous value: -"One property's inputs — a superset across strategies."New value: +"Deal inputs in camelCase engine keys. Anything omitted gets a documented default, listed back under assumptions.estimated_fields. Send a SUPERSET across strategies — whatever you know. Strategies missing their required fields are skipped with a reason rather than failing the call."
      • addedInput schema / properties / inputs / properties
        Added value: +{
        +  "adr": {
        +    "description": "Average nightly rate in dollars. Required for str.",
        +    "type": "number"
        +  },
        +  "arv": {
        +    "description": "After-repair value in dollars. Required for brrr and flip.",
        +    "type": "number"
        +  },
        +  "btsArv": {
        +    "description": "Finished build-to-sell value in dollars. Required for newc.",
        +    "type": "number"
        +  },
        +  "buildPsf": {
        +    "description": "Build cost per square foot in dollars. Required for newc.",
        +    "type": "number"
        +  },
        +  "downPct": {
        +    "description": "Down payment. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Optional — a documented default applies.",
        +    "type": "number"
        +  },
        +  "insurance": {
        +    "description": "Annual insurance in dollars. Optional.",
        +    "type": "number"
        +  },
        +  "landPrice": {
        +    "description": "Land acquisition cost in dollars. Required for newc.",
        +    "type": "number"
        +  },
        +  "livingSqft": {
        +    "description": "Heated living area in square feet. Required for newc.",
        +    "type": "number"
        +  },
        +  "marketRent": {
        +    "description": "Expected monthly rent in dollars. Required for ltr and brrr.",
        +    "type": "number"
        +  },
        +  "occupancy": {
        +    "description": "Expected occupancy. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Required for str.",
        +    "type": "number"
        +  },
        +  "price": {
        +    "description": "Purchase price in dollars. Required for every strategy except newc.",
        +    "type": "number"
        +  },
        +  "rate": {
        +    "description": "Annual interest rate. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Optional.",
        +    "type": "number"
        +  },
        +  "rehabBudget": {
        +    "description": "Renovation budget in dollars. Required for brrr and flip.",
        +    "type": "number"
        +  },
        +  "taxes": {
        +    "description": "Annual property taxes in dollars. Optional.",
        +    "type": "number"
        +  },
        +  "term": {
        +    "description": "Loan term in years. Optional.",
        +    "type": "number"
        +  },
        +  "units": {
        +    "description": "Multifamily rent roll — {unitCount, avgRent, marketRent?} or an array of unit objects. Required for multifamily.",
        +    "type": "object"
        +  },
        +  "vacancyPct": {
        +    "description": "Vacancy allowance. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Optional.",
        +    "type": "number"
        +  }
        +}
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "properties": {
        +    "best_use": {
        +      "description": "Highest-scoring strategy id.",
        +      "type": "string"
        +    },
        +    "note": {
        +      "type": "string"
        +    },
        +    "ranked": {
        +      "items": {
        +        "additionalProperties": true,
        +        "type": "object"
        +      },
        +      "type": "array"
        +    },
        +    "skipped": {
        +      "items": {
        +        "additionalProperties": true,
        +        "type": "object"
        +      },
        +      "type": "array"
        +    }
        +  },
        +  "required": [
        +    "best_use",
        +    "ranked"
        +  ],
        +  "type": "object"
        +}
    • Changedlist_strategies1 field changed
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "properties": {
        +    "strategies": {
        +      "items": {
        +        "additionalProperties": true,
        +        "type": "object"
        +      },
        +      "type": "array"
        +    }
        +  },
        +  "required": [
        +    "strategies"
        +  ],
        +  "type": "object"
        +}
    • Changedsolve_max_offer7 fields changed
      • addedInput schema / properties / inputs / additionalProperties
        Added value: +true
      • changedInput schema / properties / inputs / description
        Previous value: -"Deal inputs (price optional — arv/asking anchors the defaults)."New value: +"Deal inputs in camelCase engine keys. Anything omitted gets a documented default, listed back under assumptions.estimated_fields. price is optional here — the asking price or ARV anchors the price-derived defaults while the solver searches."
      • addedInput schema / properties / inputs / properties
        Added value: +{
        +  "adr": {
        +    "description": "Average nightly rate in dollars. Required for str.",
        +    "type": "number"
        +  },
        +  "arv": {
        +    "description": "After-repair value in dollars. Required for brrr and flip.",
        +    "type": "number"
        +  },
        +  "btsArv": {
        +    "description": "Finished build-to-sell value in dollars. Required for newc.",
        +    "type": "number"
        +  },
        +  "buildPsf": {
        +    "description": "Build cost per square foot in dollars. Required for newc.",
        +    "type": "number"
        +  },
        +  "downPct": {
        +    "description": "Down payment. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Optional — a documented default applies.",
        +    "type": "number"
        +  },
        +  "insurance": {
        +    "description": "Annual insurance in dollars. Optional.",
        +    "type": "number"
        +  },
        +  "landPrice": {
        +    "description": "Land acquisition cost in dollars. Required for newc.",
        +    "type": "number"
        +  },
        +  "livingSqft": {
        +    "description": "Heated living area in square feet. Required for newc.",
        +    "type": "number"
        +  },
        +  "marketRent": {
        +    "description": "Expected monthly rent in dollars. Required for ltr and brrr.",
        +    "type": "number"
        +  },
        +  "occupancy": {
        +    "description": "Expected occupancy. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Required for str.",
        +    "type": "number"
        +  },
        +  "price": {
        +    "description": "Purchase price in dollars. Required for every strategy except newc.",
        +    "type": "number"
        +  },
        +  "rate": {
        +    "description": "Annual interest rate. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Optional.",
        +    "type": "number"
        +  },
        +  "rehabBudget": {
        +    "description": "Renovation budget in dollars. Required for brrr and flip.",
        +    "type": "number"
        +  },
        +  "taxes": {
        +    "description": "Annual property taxes in dollars. Optional.",
        +    "type": "number"
        +  },
        +  "term": {
        +    "description": "Loan term in years. Optional.",
        +    "type": "number"
        +  },
        +  "units": {
        +    "description": "Multifamily rent roll — {unitCount, avgRent, marketRent?} or an array of unit objects. Required for multifamily.",
        +    "type": "object"
        +  },
        +  "vacancyPct": {
        +    "description": "Vacancy allowance. Expressed as a FRACTION (0.0675 = 6.75%), never a percent. Optional.",
        +    "type": "number"
        +  }
        +}
      • addedInput schema / properties / targets / additionalProperties
        Added value: +true
      • changedInput schema / properties / targets / description
        Previous value: -"Optional target overrides, e.g. {\"cocReturn\": 0.10, \"dscr\": 1.25}."New value: +"Return targets the price must still satisfy. Omit to use each strategy's defaults."
      • addedInput schema / properties / targets / properties
        Added value: +{
        +  "afterTaxAnnualROI": {
        +    "description": "Flip: minimum annualized after-tax ROI. Expressed as a FRACTION (0.0675 = 6.75%), never a percent.",
        +    "type": "number"
        +  },
        +  "afterTaxMargin": {
        +    "description": "Flip: minimum after-tax profit margin. Expressed as a FRACTION (0.0675 = 6.75%), never a percent.",
        +    "type": "number"
        +  },
        +  "capitalRecovery": {
        +    "description": "BRRRR: minimum share of invested cash returned at refi. Expressed as a FRACTION (0.0675 = 6.75%), never a percent.",
        +    "type": "number"
        +  },
        +  "cocReturn": {
        +    "description": "Minimum cash-on-cash return. Expressed as a FRACTION (0.0675 = 6.75%), never a percent.",
        +    "type": "number"
        +  },
        +  "dscr": {
        +    "description": "Minimum debt-service coverage ratio, e.g. 1.25.",
        +    "type": "number"
        +  },
        +  "monthlyCF": {
        +    "description": "Minimum monthly cash flow in dollars.",
        +    "type": "number"
        +  }
        +}
      • changedOutput schema / (root)
        Previous value: -nullNew value: +{
        +  "additionalProperties": true,
        +  "properties": {
        +    "binding_constraint": {
        +      "additionalProperties": true,
        +      "type": "object"
        +    },
        +    "ceilings_per_target": {
        +      "additionalProperties": true,
        +      "type": "object"
        +    },
        +    "mao": {
        +      "description": "Maximum allowable offer in dollars.",
        +      "type": "number"
        +    },
        +    "metrics_at_mao": {
        +      "additionalProperties": true,
        +      "type": "object"
        +    },
        +    "strategy": {
        +      "type": "string"
        +    },
        +    "summary": {
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "mao",
        +    "summary"
        +  ],
        +  "type": "object"
        +}
  7. 2 tool updates
    • Changedpull_comps8 fields changed
      • removedInput schema / properties / address
        Removed value: -{
        -  "description": "Subject property address.",
        -  "type": "string"
        -}
      • addedInput schema / properties / city
        Added value: +{
        +  "type": "string"
        +}
      • addedInput schema / properties / rentCount
        Added value: +{
        +  "description": "Rental comps to return (default 10).",
        +  "type": "number"
        +}
      • addedInput schema / properties / saleCount
        Added value: +{
        +  "description": "Comparable sales to return (default 10).",
        +  "type": "number"
        +}
      • addedInput schema / properties / state
        Added value: +{
        +  "description": "Two-letter state, e.g. \"MN\".",
        +  "type": "string"
        +}
      • addedInput schema / properties / street
        Added value: +{
        +  "description": "Street address incl. house number, e.g. \"812 7th St SE\".",
        +  "type": "string"
        +}
      • addedInput schema / properties / zip
        Added value: +{
        +  "type": "string"
        +}
      • changedInput schema / required
        Previous value: -[
        -  "address"
        -]New value: +[
        +  "street",
        +  "city",
        +  "state"
        +]
    • Changedstr_market_data7 fields changed
      • removedInput schema / properties / address
        Removed value: -{
        -  "description": "Location or subject address.",
        -  "type": "string"
        -}
      • addedInput schema / properties / baths
        Added value: +{
        +  "type": "number"
        +}
      • addedInput schema / properties / bedrooms
        Added value: +{
        +  "description": "Bedrooms filter (default 2).",
        +  "type": "number"
        +}
      • addedInput schema / properties / guests
        Added value: +{
        +  "type": "number"
        +}
      • addedInput schema / properties / latitude
        Added value: +{
        +  "type": "number"
        +}
      • addedInput schema / properties / longitude
        Added value: +{
        +  "type": "number"
        +}
      • changedInput schema / required
        Previous value: -[
        -  "address"
        -]New value: +[
        +  "latitude",
        +  "longitude"
        +]
  8. 6 tool updates
    • First observedanalyze_deal
    • First observedbest_use
    • First observedlist_strategies
    • First observedpull_comps
    • First observedsolve_max_offer
    • First observedstr_market_data

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TDQS

A4.6/5.0
Disambiguation5/5

Each tool targets a distinct analytical task: analyzing a specific strategy, comparing strategies, listing strategy metadata, and reverse-solving an offer. No two tools overlap in purpose.

Naming Consistency4/5

Three tools follow the verb_noun pattern (analyze_deal, list_strategies, solve_max_offer), but 'best_use' is an adjective_noun phrase, breaking the consistency. This is a minor deviation.

Tool Count5/5

With 4 tools, the set is well-scoped for a real estate analysis server, covering core workflows without unnecessary redundancy.

Completeness5/5

The set covers the essential lifecycle: understanding strategies, evaluating a deal, finding the best strategy, and calculating max offer. No obvious gaps for the stated domain.

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