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Request an apartment research report

request_apartment_research
Idempotent

Submit a saved shortlist and renter brief to Taco Street with consent. Staff accepts the request before paid research starts; VAs verify gaps, then Alexander adds his judgment. Returns a private continuation link. No immediate report, guaranteed completion time, or tour booking. No email is sent by this tool.

Input Schema

NameRequiredDescriptionDefault
cityYesSupported search market for this shortlist.
agentNoSelf-reported referring assistant or product; not a verified partner identity.
notesNoRenter requirements and questions, not assistant-generated promises.
consentYesTrue only after the renter agrees to share this brief and contact for research and follow-up.
contactYesRenter's email or phone shared with consent for research follow-up.
move_inYesMove-in month YYYY-MM or exact date YYYY-MM-DD. Never invent a day; confirm the year.
bedroomsYesBedroom count, 0 for a studio, 1–4 otherwise.
budget_maxYesMonthly USD budget; specify its basis and flexibility separately.
client_nameYesRenter's name shared with consent.
request_keyYesGenerate a fresh cryptographically random URL-safe key (at least 32 random bytes, 43 encoded characters). Keep it private. Reuse it only to retry this identical request and retrieve its status; a different brief needs a new key.
budget_basisNobase_rent, total_monthly, or unknown when the renter has not specified.unknown
shortlist_tokenYesThe s parameter from the create_shortlist URL.
lease_term_monthsNoRequested lease length if known; omit when unknown.
budget_flexibilityNoDefaults to target. Use hard_max only for an explicitly strict ceiling.target
move_in_flexibilityNoWhether the move-in date is fixed or flexible.flexible

Output Schema

NameRequiredDescriptionDefault
reportNo
statusYes
criteriaNo
guidanceYes
duplicateNo
apartmentsNo
request_idYes
continuation_urlNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • removedInput schema / properties / city / enum
      Removed value: -[
      -  "Austin",
      -  "Dallas",
      -  "Houston"
      -]
    • addedInput schema / properties / city / maxLength
      Added value: +40
    • addedInput schema / properties / city / minLength
      Added value: +1
  2. Added

TDQS

A3.9/5.0
Behavior4/5

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

Annotations only declare readOnly=false, destructive=false, idempotent=true, openWorld=false; the description adds genuinely new context: asynchronous human-in-the-loop flow (staff acceptance, VA gap verification, Alexander's judgment), no email being sent, no guaranteed completion time, and a private continuation link. It is consistent with the annotations and does not contradict them, though it does not discuss rate limits or permission/consent failure modes beyond mentioning consent.

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?

Four tight sentences, with the core action front-loaded and the workflow/return/exclusions following in a logical order. The trailing negative-sentence ('No immediate report, guaranteed completion time, or tour booking') is dense but earns its place; no filler.

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

Completeness4/5

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

With an output schema present and full schema description coverage, the description need not explain return payloads, and it still flags the continuation link. Combined with the annotations, an agent has enough to call this 15-parameter tool correctly, though the explicit sibling routing and retry semantics remain implicit.

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 15 parameters are each documented in-schema (including the request_key idempotency rule and shortlist_token origin), so the schema carries the load. The description adds essentially no parameter-level detail beyond the 'with consent' framing, so the 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?

The opening sentence states a specific verb and resource — 'Submit a saved shortlist and renter brief' — so the agent knows exactly what is being created. It also differentiates from the tour sibling by declaring 'No ... tour booking', and it names the concrete outcome ('private continuation link'). This is well beyond a restatement of the name/title.

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

Usage Guidelines3/5

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

The description implies when this applies (a paid-research request that requires staff acceptance, with no immediate report) and rules out tour booking, but it never explicitly says 'use request_research_tours instead for tours' or states prerequisites like needing a prior create_shortlist. Usage is inferable but not spelled out against the sibling set.

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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