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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='content-nss-optimize' to write with your own model and improve an article toward measured NSS 70/80 using free Visibly scoring, then save it and show the editor link. 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

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It adds useful context (free, no API key required, skill contents include triggers/credits/quality gates), which is genuine value beyond structured fields. But it never states that this is a read-only lookup or describes the response shape, so for a no-annotation tool the safety/side-effect profile is only implied.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The purpose is front-loaded, but the middle sentence is a long, skill-specific workflow about writing an article toward NSS 70/80, saving, and editor links. That content describes one skill's output rather than how to invoke this tool, so it is verbose relative to what an agent needs to call get_skill.

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 single-parameter catalog lookup with no output schema, the description is adequate: it explains what a skill contains and how to list them. It never indicates the return format (e.g., markdown instructions vs. structured JSON), which is the main gap given there is no output schema to fall back on.

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% and the single 'name' parameter is already documented with an example ('seo-audit') and the 'list' sentinel in the schema itself. The description mostly repeats that ('list' for all skills) and adds a second example value, so it does not meaningfully extend parameter meaning. Baseline 3 is appropriate.

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 states a specific verb and resource: retrieve an 'SEO workflow skill' containing methodology, triggers, credits, and quality gates from the seo_skills catalog. That is far more concrete than a tautology. However, it never distinguishes this retrieval tool from nearby siblings like get_google_guidelines or seo_guidance, so the agent must infer the boundary from the name alone.

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?

It gives concrete routing guidance: use name='content-nss-optimize' for a specific optimizing workflow, and name='list' to enumerate all skills. That tells the agent how to pick a value in the common cases. It stops short of stating when NOT to use this tool or how it differs from sibling guidance 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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