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Visibly AI — SEO MCP Server

get_skill

Get an SEO workflow skill with step-by-step methodology, triggers, credits, and quality gates from the current seo_skills catalog. Use name='list' for all available skills. Free - no API key required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesSkill name (e.g. 'seo-audit') or 'list' for all available skills

TDQS

A4.2/5.0
Behavior3/5

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

No annotations exist, so the description carries full burden. It discloses the tool is free and requires no API key, which adds useful behavioral info. However, it does not mention idempotency, rate limits, or any side effects, leaving some gaps.

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, no unnecessary words, front-loaded with the primary action. Every sentence serves a purpose.

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 retrieval tool with one parameter and no output schema, the description covers the key aspects: what it returns (methodology, triggers, credits, quality gates), how to list all, and its free nature. It could mention return format but not essential.

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

Parameters4/5

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

Schema coverage is 100% for the single 'name' parameter. The description adds value by explaining how to use 'list' to retrieve all skills, enhancing the schema's basic description.

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?

The description clearly states the tool retrieves an SEO workflow skill from a specific catalog, using the verb 'Get' and naming the resource 'seo_skills catalog'. It distinguishes itself from siblings (e.g., analyze_url_structure) by focusing on skills retrieval.

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?

Explicit guidance is provided: use 'list' for all available skills. While it doesn't list when not to use it or alternatives, the context implies a straightforward retrieval tool, and the instruction is clear enough.

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.