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Deal memo

realestate_deal_memo
Destructive

Underwrite a US residential property from its street address for a rental, flip or hold strategy. Pulls the property record (owner, last sale, taxes, HOA), the automated value estimate with sale comps and the long-term rent estimate with rental comps from RentCast, then computes NOI, cap rate, cash-on-cash, DSCR, GRM and break-even occupancy from stated assumptions with deterministic math (plus 70%-rule, profit and ROI for a flip; a multi-year exit projection for a hold), lists red flags with a pass/review/fail screen, and adds a one-paragraph analyst memo. Returns {data, sources, as_of, confidence, notice}. Not financial advice: verify before acting. Paid: $0.75 per call; without credit you get a PAYMENT_REQUIRED result. Set sample=true for a free example response.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
memoNoInclude the one-paragraph memo (cheap model, cached). Default true.
sampleNoSet true to return an example response at no charge (sample mode). Default false.
addressNoFull US street address: number, street, city, state, zip (e.g. 1547 Example Ave, Cleveland, OH 44109). Required unless sample=true.
strategyNorental: buy and rent out (NOI, cap rate, cash-on-cash, DSCR). flip: buy, rehab, resell (70% rule, profit, ROI). hold: rental metrics plus a multi-year exit projection (appreciation, principal paydown, equity multiple).rental
assumptionsNoUnderwriting assumptions. Every field is optional; omitted fields use the documented defaults.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
as_ofYesISO time of the oldest upstream data point in this response
noticeYesliability disclaimer; always present
sampleYestrue when this is the free example, not a live lookup
sourcesYes
confidenceYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior5/5

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

Goes well beyond the annotations by disclosing cost ($0.75/call), the failure mode when credit is absent (PAYMENT_REQUIRED), the free sample escape hatch, the exact upstream data sources (RentCast), the deterministic nature of the math, and the return envelope. The description's 'computes and returns' framing is consistent with the paid-call semantics behind destructiveHint=true/readOnlyHint=false, so there is no contradiction.

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?

Purpose and strategy scope are front-loaded before the cost and disclaimer clauses, and every sentence conveys distinct information (data sources, metrics, return shape, billing, sample mode). It is a dense single paragraph rather than a segmented structure, which costs it the top score.

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?

For a complex multi-mode underwriting tool with an output schema and fully documented nested assumptions, the description supplies everything an agent needs: what is fetched, what is computed per strategy, billing behavior, and the free sample path. No material decision-relevant gap remains.

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

Parameters3/5

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

Schema description coverage is 100% and the nested assumptions object documents every field with defaults and bounds, so the schema carries the burden. The description restates the three strategy meanings, which the enum already supplies, and adds little new parameter syntax; baseline 3 applies.

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?

States a precise verb and resource ('Underwrite a US residential property from its street address') and immediately enumerates the strategy modes. It clearly delineates itself from the sibling realestate_lookup by describing a full underwriting pipeline (data pull + deterministic metric computation + red flags + memo) rather than a raw record fetch.

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?

Gives strong context: strategy selection is explained in prose, sample=true is offered for a free dry run, and the paid/PAYMENT_REQUIRED behavior is disclosed. However, it never explicitly names realestate_lookup as the alternative to use when only a raw property record is needed, so the sibling routing is left implicit rather than stated.

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

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