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run_analysis

Destructive

Run an SEO analysis on a page's content. Fetch the page first, then pass its HTML/text as content. Returns on-page SEO factors and recommendations immediately.

Input Schema

NameRequiredDescriptionDefault
urlYesThe page URL being analyzed
queryNoOptional target keyword/query to evaluate the page against
contentYesThe page HTML or text to analyze — fetch the URL first, then pass its content here

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare the safety profile (readOnlyHint=false, destructiveHint=true, idempotentHint=false, openWorldHint=true), so the description only needs to add context. It does add the fetch-first sequencing and that results come back synchronously ('immediately'), but it never acknowledges the destructive/non-idempotent nature or why a re-run is not safe.

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?

Three short sentences, front-loaded with the action, then the precondition, then the return characteristics. Nothing is padded, though the trailing 'immediately' sentence is on the edge of being filler.

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?

With no output schema, the description usefully characterizes the return ('on-page SEO factors and recommendations') and states the required input workflow. It is still thin for a tool whose annotations flag it as destructive/open-world: no mention of side effects, persistence, cost, or failure modes when the fetch is blocked.

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 description coverage is 100%, so all three parameters (url, query, content) are already documented; baseline is 3. The description restates the key constraint that `content` must be the page's fetched HTML/text, adding emphasis but no new syntax or format detail.

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 gives a specific verb+resource ('Run an SEO analysis on a page's content') and scopes it to on-page factors plus recommendations, which separates it from retrieval siblings like get_analysis/list_analyses. It never names those siblings explicitly, so the differentiation is implicit rather than stated.

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?

It gives one concrete workflow precondition ('Fetch the page first, then pass its HTML/text as `content`'), which is genuinely actionable. However, it offers no when-to-use/when-not guidance relative to overlapping siblings such as score_content_draft, review_writing, snippet_check, or the audit 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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