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CSOAI-ORG

Web Research MCP Server

extract_article

Extract clean, readable article text from any URL by removing navigation, ads, and boilerplate. Get title, word count, and paragraph count.

Instructions

Extract clean, readable article text from a URL. Strips navigation, ads, and boilerplate. Returns title, article text, word count, and paragraph count.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes
api_keyNo
Behavior4/5

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

Discloses key behavioral traits: stripping of navigation/ads and return of specific fields (title, text, counts). Provides useful context beyond raw schema, though no error or auth details.

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 sentences, front-loaded with purpose, no fluff. Every sentence adds value.

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

Completeness3/5

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

Return values are well described, but missing details on error handling, input validation, and the role of api_key. Adequate for a simple tool but leaves gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 0% schema coverage, the description adds no meaning to the url or api_key parameters. No format or usage hints for either.

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?

Clearly states the tool extracts article text from a URL, specifies stripping of navigation/ads, and lists return fields. Differentiates from siblings like web_search or browse_page.

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 vs siblings like browse_page or research_topic. Does not mention prerequisites or when not to use.

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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