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scrapercity

scrapercity-cli

Official

scrape_angi

Extract service provider listings from Angi by searching keywords and ZIP codes. Generate B2B leads with provider names, contact info, and service details.

Instructions

Scrape service provider listings from Angi (Angie's List). Search by keyword and zip codes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
keywordYesService type, e.g. "plumbers", "electricians"
zipCodesNoZIP codes to search, e.g. ["80202", "80203"]
maxItemsNoMax results
Behavior2/5

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

No annotations are provided, so the description must fully disclose behavioral traits. It only says 'scrape' without clarifying whether it's read-only, any authentication needs, rate limits, or what data is affected.

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?

Two short sentences with no wasted words, but the description is overly terse and could include more context without sacrificing conciseness.

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?

The description lacks important context such as pagination, output format, or any limitations of the scraping operation. Without an output schema, the agent is left guessing at the return value structure.

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 coverage is 100%, so the description adds minimal value by paraphrasing the schema. It does not provide additional semantics beyond stating 'search by keyword and zip codes' which is already in the parameter descriptions.

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 verb 'scrape' and the resource 'service provider listings from Angi (Angie's List)', which is distinct from sibling tools that scrape other sites like Yelp or Airbnb.

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 usage when needing Angi listings via keyword and zip codes, but does not explicitly state when not to use or mention alternatives among the many sibling scrape 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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