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scrapercity

scrapercity-cli

Official

scrape_zillow_agents

Scrape Zillow agent listings by location, specialty, and language to build targeted real estate lead lists for B2B outreach.

Instructions

Scrape real estate agent listings from Zillow by location.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
locationYesCity or area, e.g. "Denver, CO"
specialtyNoAgent specialty, e.g. "buyer", "seller"
languageNoLanguage filter
searchLimitNoMax results
Behavior2/5

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

No annotations are provided, so the description must cover behavioral traits. It only states the action but omits important details like rate limits, legality, pagination, or handling of anti-scraping measures, which are critical for a scraping tool.

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

Conciseness3/5

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

The description is a single sentence, making it concise, but it lacks necessary front-loading of key details. While not verbose, it is under-informative for its length.

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

Completeness2/5

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

Given the tool's complexity (4 parameters, no output schema, no annotations), the description is incomplete. It does not explain return format, pagination, limitations, or error handling, which are essential for an agent to use it correctly.

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?

All parameters are described in the schema (100% coverage), so the description adds no additional meaning beyond what the schema provides. The baseline of 3 is appropriate.

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

Purpose4/5

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

The description clearly states the action (scrape), resource (real estate agent listings from Zillow), and method (by location). It distinguishes from sibling tools like scrape_airbnb and scrape_angi that target different sources. However, it does not specify the exact fields or output format.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives such as scrape_apollo or find_people. The description lacks context for selection among multiple scraping tools.

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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