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Tavily Extract

tavily.extract
Read-onlyIdempotent

Retrieve structured content from specific URLs for data extraction and analysis.

Instructions

Extract content from specific known URLs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlsYesURLs to extract.
extract_depthNoExtraction depth.basic
include_imagesNoInclude image metadata.
ctxNoOptional FastMCP context.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultsNo
failed_resultsNo
response_timeNo
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and openWorldHint, indicating safe read operations. The description adds minimal behavioral context beyond stating it extracts content, which is adequate but not rich.

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?

Single sentence of 8 words, perfectly front-loaded, no wasted words.

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?

Given the output schema, annotated safety, and fully described parameters, the description is complete for this simple read operation.

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% with descriptions for each parameter. The description does not add extra meaning beyond what the schema provides, meeting the baseline for high coverage.

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?

Description clearly states the verb 'extract' and the resource 'content from specific known URLs', distinguishing it from sibling tools like tavily.search (search) and tavily.crawl (crawl).

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?

While not explicit about when-not-to-use, the description 'extract content from specific known URLs' clearly implies the tool is for known URLs, contrasting with siblings for search or crawling. The context is clear.

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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