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Glama

SEO Audit MCP Server

seo_check_content

E-E-A-T and content quality analysis powered by AI.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

C2.4/5.0
Behavior1/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only mentions 'powered by AI' but does not disclose what the analysis outputs, whether it is a read-only operation, any rate limits, or limitations. The agent gets no insight into side effects or expected behavior.

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 description is a single concise sentence with no redundant wording. However, it is under-specified and omits key details, so while it is not verbose, it does not fully earn its place as a complete tool description.

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

Completeness2/5

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

For a tool with one URL parameter and no output schema, the description is incomplete: it does not describe the return value, how to interpret results, or any behavioral expectations. Considering the large sibling set, the description gives insufficient context for reliable selection and invocation.

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 description coverage is 0%, so the description must compensate for parameter meaning, but it does not mention the URL parameter at all. The schema's 'url' name and 'uri' format are self-explanatory, yet the description adds no context about what kind of URL should be provided or how it is used.

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 function: E-E-A-T and content quality analysis. This goes beyond a tautology and identifies the resource (content) and the type of analysis (E-E-A-T, quality). However, it does not explicitly differentiate among sibling SEO tools like seo_check_meta or seo_quick_audit.

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?

There is no guidance on when to use this tool versus alternatives, no context for appropriate scenarios, and no exclusions. The description neither explains when this tool is preferred nor mentions any preconditions, making it minimally useful for selection decisions.

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

B3.3/5.0
Disambiguation5/5

Each tool targets a distinct SEO dimension or lifecycle stage. The check_* tools focus on specific aspects (meta, schema, performance, etc.), while audit, crawl, and status tools are separated by scope and sync/async nature. No two tools appear to do the same thing.

Naming Consistency3/5

Most tools follow a verb_noun pattern (seo_check_*, seo_crawl_*, seo_generate_schema), but there are exceptions like seo_competitor_check (noun_verb), seo_audit_status (noun_noun), and seo_history/seo_usage (bare nouns). The consistent 'seo_' prefix helps, but inconsistent verb positioning makes the set less predictable.

Tool Count5/5

With 15 tools, the set is comprehensive yet not bloated. Each tool provides a distinct capability from individual checks to async audits, crawling, competitor analysis, and account status. The count is well-suited for a full-featured SEO audit server.

Completeness4/5

The tool surface covers the core audit lifecycle: individual checks, quick audit, deep audit with status polling, site crawl with status, historical records, and usage. Minor gaps exist such as no explicit ranking tool (though competitor check addresses part) and no tool to cancel an audit, but these are not critical for the intended purpose.