Crawlora MCP

zillow_autocomplete

Read-only

Search Zillow’s public autocomplete suggestions for a partial address, city, or property query. Results contain candidate locations or listings; use a selected candidate with property or search tools.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "query": "<query>"
    },
    "name": "zillow_autocomplete"
  }
}

Input Schema

Name	Required	Description
`limit`	No	Max candidates to return, default 10, clamped to 20.
`query`	Yes	Required location autocomplete query, e.g. Los Angeles, CA.
`status`	No	Listing status, default for_sale. Allowed values: for_sale, for_rent, sold.

Output Schema

Name	Required	Description	Default
`data`	Yes	The tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

First observedOct 5, 2026

TDQS

A4.1/5.0

Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety is covered. The description adds that suggestions are 'public' and that results contain candidate locations or listings, but says nothing about rate limits, auth, or result freshness/caching.

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?

Two tight sentences, purpose front-loaded, with the handoff guidance second. No filler and no redundancy with the name or title.

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 low-complexity autocomplete tool with full schema coverage and an output schema, the description covers purpose, usage context, and what the results represent. Nothing an agent needs to invoke it correctly is missing.

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%, with limit, query, and status all documented in the schema. The description only reinforces the 'partial' nature of the query and adds no new meaning for limit or status, so the baseline of 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 specific verb ('Search') and resource ('Zillow's public autocomplete suggestions') and bounds the input to partial address/city/property queries. It also differentiates from sibling tools by telling the agent to use a selected candidate with the property or search tools.

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?

Clearly frames the usage context: partial queries only, and the output is meant to be handed off to zillow_property or zillow_search. No explicit 'when not to use' (e.g., calling zillow_search directly with a full address), so it falls short of a 5.

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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