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seo-audit-content

Server Details

Full SEO audits, content analysis, and domain overviews - on-page, technical, and authority metrics

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Status
Healthy
Last Tested
Transport
Streamable HTTP ยท MCP 2025-11-25
URL
Repository
DataLeadsPRO/seo-audit-content
GitHub Stars
0
Server Listing
seo-audit-content

TDQS

C2/5.0

Scored across 3 tools

Disambiguation4/5

The tools are topically distinct: domain_overview provides general domain information, seo_audit focuses on technical SEO issues, and seo_content targets content optimization. While overview and audit could conceivably overlap, the names sufficiently signal different purposes.

Naming Consistency4/5

All tool names use lowercase_with_underscores and are predominantly noun-based. There is a minor inconsistency: two tools share the 'seo_' prefix while domain_overview uses a different noun, but the pattern remains clear and readable.

Tool Count4/5

Three tools is a minimal but reasonable count for a narrow server focused on SEO audit and content. Each tool addresses a distinct area, though the set feels slightly thin for a comprehensive SEO workflow.

Completeness4/5

Given the server's stated scope (audit and content), the tools cover the core capabilities: domain overview for context, seo_audit for analysis, and seo_content for content-related tasks. Missing keyword or backlink tools are beyond the stated scope, so gaps are minor.

Available Tools

3 tools
domain_overviewDInspect

V1 Domain Overview

ParametersJSON Schema
NameRequiredDescriptionDefault
urlNo
maxTimeoutNo

TDQS

D1.1/5.0
Behavior1/5

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

There are no annotations and the description discloses no behavioral traits whatsoever. An agent cannot tell whether this is a read operation, whether it performs network requests, what 'overview' returns, or what side effects occur.

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

Conciseness2/5

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

The text is short, but this is under-specification rather than conciseness. 'V1 Domain Overview' has no substantive content, so brevity provides no value.

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

Completeness1/5

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

With two parameters, no output schema, no annotations, and sibling tools that could overlap in purpose, this description is completely inadequate. An agent cannot reliably know what inputs mean, what output to expect, or what this tool uniquely accomplishes.

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

Parameters1/5

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

Schema description coverage is 0% and the description adds no meaning to the url or maxTimeout parameters. The agent only has the property names to infer intent, which is insufficient for correct invocation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'V1 Domain Overview' merely restates the tool name with a version prefix; it contains no verb, no resource, and no actual behavior. It does nothing to distinguish domain_overview from its sibling tools seo_audit or seo_content.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided about when to use this tool, what scenario it addresses, or how it differs from seo_audit and seo_content. The description is entirely silent on selection criteria.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

seo_auditDInspect

V1 Seo Audit

ParametersJSON Schema
NameRequiredDescriptionDefault
urlNo
maxTimeoutNo

TDQS

D1.5/5.0
Behavior1/5

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

No annotations are provided, so the description carries the full burden of disclosing behavior. It says nothing about network requests, timeout semantics, audit scopes, authentication, side effects, or result format. An agent has no idea what invoking this tool does.

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

Conciseness2/5

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

The description is technically short, but this is under-specification rather than purposeful conciseness. 'V1 Seo Audit' contains no substantive information that helps an agent decide to call or invoke the tool.

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

Completeness1/5

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

For a tool with two parameters, no annotations, no output schema, and two sibling tools, this description is wholly insufficient. It omits purpose, behavior, parameter meaning, and relationship to alternatives, making safe and correct invocation impossible.

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

Parameters1/5

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

Schema description coverage is 0%, and the description provides zero clarification for the url and maxTimeout parameters. It does not explain what url should point to, whether a timeout is required, or how maxTimeout affects the audit. The description completely fails to compensate for the missing schema documentation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'V1 Seo Audit' essentially restates the tool name without adding a verb or specifying what action is performed. It gives no indication of inputs, outputs, or how an audit is conducted, and it does not distinguish the tool from its siblings.

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 about when to use this tool versus domain_overview or seo_content. The description does not imply any specific scenario, prerequisite, or alternative, leaving an agent to guess based on the name alone.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

seo_contentDInspect

V1 Seo Content

ParametersJSON Schema
NameRequiredDescriptionDefault
urlNo
maxTimeoutNo

TDQS

D1.3/5.0
Behavior1/5

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

There are no annotations, so the description must fully disclose behavior, but it says nothing about effects, side effects, permissions, rate limits, or return values. An agent has no basis to infer what happens upon invocation.

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

Conciseness2/5

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

The text is extremely short but this is under-specification, not effective conciseness. A single tautological label does not earn structural credit because it conveys no usable information.

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

Completeness1/5

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

For a tool with two unstructured params, no output schema, no annotations, and related siblings, the description is completely inadequate. It omits purpose, parameter semantics, behavior, and selection criteria, leaving nothing for an agent to act on.

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

Parameters1/5

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

Both parameters (url and maxTimeout) have zero schema description coverage, and the description adds no meaning about how to use them. With 0% coverage, the description needed to compensate, but it does not even acknowledge the parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'V1 Seo Content' is essentially a versioned restatement of the tool name. It lacks a verb, a clear resource action, and any distinction from siblings like domain_overview or seo_audit, so an agent cannot tell what the tool actually does.

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?

No guidance is provided about when to use this tool versus domain_overview or seo_audit. The phrase 'Seo Content' vaguely implies a content-related use case, but there is no explicit context, prerequisite, or exclusion to help an agent choose it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 3 tool updates
    • First observeddomain_overview
    • First observedseo_audit
    • First observedseo_content

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