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extract_by_selector

Extract specific data from any web page using CSS selectors. Returns text content or attribute values like href for matching elements.

Instructions

Extract specific data from a page using a CSS selector. Returns each matching element's text, or an attribute value when attribute is given (e.g. selector='a.product', attribute='href').

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesPage URL (http/https). Scheme-less input like `example.com` is allowed.
selectorYesCSS selector, e.g. 'h2', '.price', 'table tr td', 'a.result-link'.
attributeNoReturn this attribute instead of text (e.g. 'href', 'src', 'data-id').
limitNoMaximum number of matches to return.
renderNoauto=fast static fetch, fall back to headless browser if the page needs JS; static=never use a browser; browser=always render with Playwright (handles SPAs).auto
Behavior2/5

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

No annotations are provided, so the description carries full burden for behavioral disclosure. It does not mention whether the tool is read-only, error handling, rate limits, or what happens with no matches. The description gives limited behavioral insight beyond basic functionality.

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?

The description is two sentences: the first defines the tool's purpose, and the second provides a concrete example. No unnecessary words or redundancy.

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?

Despite having 5 parameters and no output schema, the description lacks details on return format, error cases, or typical usage patterns. The example is helpful, but overall completeness is low for a data extraction tool that returns results.

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 baseline is 3. The description adds value by showing an example of the 'attribute' parameter and briefly explaining 'render' options, but most parameter meaning is already clear from the schema.

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 tool's function: extract specific data from a page using CSS selectors, returning text or attribute values. It effectively differentiates from sibling tools like 'extract_links' and 'fetch_page' by specifying selective extraction via selectors.

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 provides an example of using the 'attribute' parameter but does not explicitly state when to use this tool versus its siblings or when not to use it. The usage context is implied but not clearly delineated.

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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