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SiteAnalyzerFree™

analyze_web_page_word_count

FREE: Analyzes word count, main article content vs header/footer/sidebar boilerplate, reading time, readability score, and keyword density for any webpage or domain.

Input Schema

NameRequiredDescriptionDefault
urlYesTarget webpage URL or domain name (e.g. example.com/article).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully discloses the output dimensions and flags the operation as FREE (a cost signal), but says nothing about whether the page is fetched live, auth/rate-limit requirements, or how failures on unreachable URLs are handled. The output disclosure is the main value add.

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?

A single front-loaded sentence that leads with the FREE qualifier and then lists capabilities. Every item in the list is a distinct output, so nothing is wasted, though the run-on enumeration is slightly dense.

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

Completeness4/5

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

For a simple single-parameter read tool with no annotations and no output schema, the description adequately compensates by enumerating what is returned (word count, boilerplate split, reading time, readability, keyword density). Only edge-case behavior for invalid or unreachable URLs is left unspecified, which is minor here.

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?

Only one parameter with 100% schema description coverage, so the schema already documents the url field fully. The description's phrase 'any webpage or domain' merely restates the schema's 'URL or domain name' without adding syntax, format, or constraint detail. Baseline 3 is correct.

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 names a specific verb (Analyzes) and resource (webpage content), then enumerates the exact outputs: word count, article-vs-boilerplate split, reading time, readability, and keyword density. This is well differentiated from the DNS/SEO/hosting siblings by subject matter, though it never explicitly contrasts itself with run_full_seo_audit, which could overlap on content analysis.

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?

It states the input domain ('for any webpage or domain') but gives no when-to-use guidance, no when-not-to-use, and no mention of alternatives such as run_full_seo_audit or run_quick_seo_checkup. The agent must infer that this is the content-metrics tool from the enumerated outputs alone.

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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