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Visibly AI — SEO MCP Server

analyze_url_structure

Analyze a URL for SEO-friendliness. Checks length, structure, and common issues. Free - no API key required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesURL to analyze

TDQS

B3.3/5.0
Behavior2/5

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

No annotations provided, so description must disclose all behavioral traits. Only mentions 'Free - no API key required', but omits read-only status, rate limits, side effects, or other important behaviors. Lacks depth.

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 sentences, each with clear purpose. The most important information (purpose and free nature) is front-loaded. Slightly verbose with three separate sentences, but overall efficient.

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?

For a simple tool with one parameter and no output schema, the description covers core purpose and a key fact. However, it omits what 'common issues' means, the output format, and any limitations, leaving some ambiguity.

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

Parameters2/5

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

Schema coverage is 100%, but the description does not add meaningful context beyond the schema's 'URL to analyze'. No clarification on URL format, acceptable schemes, or examples, so it adds minimal value.

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 verb 'analyze' and resource 'URL', and elaborates on what it checks (length, structure, common issues). Distinguishes from siblings like seo_checklist and seo_guidance, which are broader or different.

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?

Mentions 'Free - no API key required' as a usage note, but does not specify when to use this tool over alternatives like seo_checklist or seo_guidance. No when-not-to-use guidance is provided.

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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TDQS

A3.5/5.0
Disambiguation4/5

Tools are mostly distinct: analyze_url_structure and classify_keywords_simple perform concrete analyses, while get_google_guidelines, seo_guidance, seo_checklist, get_skill, and list_locations serve different informational purposes. However, seo_guidance, seo_checklist, and get_google_guidelines could be somewhat confused as all provide SEO advice in different forms.

Naming Consistency3/5

Naming mixes verb_noun patterns (analyze_url_structure, get_google_guidelines, list_locations) with noun-only names (seo_checklist, seo_guidance). The 'seo_' prefix is used inconsistently, and 'classify_keywords_simple' includes an extraneous modifier. While readable, the pattern is not uniform.

Tool Count5/5

Seven tools is a well-scoped number for a server focused on SEO guidance and analysis. Each tool covers a distinct aspect, and this count is neither too sparse nor overwhelming.

Completeness3/5

The server provides solid coverage of SEO guidance and reference material but lacks broader analysis tools (e.g., on-page content analysis, backlink checks, ranking queries). The presence of list_locations hints at integration with other data tools that are not included, leaving noticeable gaps in a fully functional SEO toolkit.