MCP For Claude Marketplace
SEO Content Brief Scorer

SEO Content Brief Scorer MCP Connector for Claude

A+

Audit content briefs for SEO health, keyword placement, and heading hierarchy.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

The SEO Content Brief Scorer is an automated auditing tool designed to evaluate content briefs against established SEO best practices before the writing process begins. By analyzing structural elements like title length, keyword integration in H1/H2 headings, and semantic heading hierarchy, it identifies optimization gaps that could impact search engine rankings. Use calculate_brief_score to get an overall health score and prioritized adjustments, analyze_keyword_placement to check keyword coverage in high-impact zones, and audit_heading_hierarchy to ensure a logical nesting order of header tags.

seocontent-optimizationkeyword-researchauditingcontent-strategy

3 tools expose this connector's capabilities to your AI agent.

analyze_keyword_placement

Determine how effectively target keywords are integrated into high-impact structural zones

audit_heading_hierarchy

g., H2 to H4) and redundant heading text. Verify that the content structural outline follows a logical nesting order

calculate_brief_score

Calculate the overall SEO health score for a content brief

See how to talk to your AI agent using SEO Content Brief Scorer.

Can you check if this content brief is SEO-ready? Title: 'Best Running Shoes 2024', Keywords: ['running shoes', 'marathon training'], Headings: [{'tag': 'H1', 'text': 'Best Running Shoes 2024'}, {'tag': 'H2', 'text': 'Marathon Training Tips'}], Word Count: 1500

The brief is in the Optimal tier with a high SEO health score. Your target keywords are well-placed in the H1 and H2 headings.

Analyze the keyword placement for this brief: Title: 'SEO Guide', Keywords: ['seo strategy', 'backlinks'], Headings: [{'tag': 'H1', 'text': 'SEO Guide'}, {'tag': 'H2', 'text': 'Introduction'}]

The coverage rate is 0%. The keywords 'seo strategy' and 'backlinks' are not found in the title or high-impact H1/H2 headings.

Check this heading structure for errors: [{'tag': 'H1', 'text': 'Main Title'}, {'tag': 'H3', 'text': 'Subtopic'}]

The hierarchy is invalid. The tool detected skipped levels: H2 was bypassed.

The score (0-100) represents how well your brief follows SEO best practices, including title optimization, keyword presence in key headings, and proper heading hierarchy.

Related Connectors

Prompt Entropy and Clarity Scorer

Prompt Entropy and Clarity Scorer MCP

3 tools Official

A mathematical diagnostic tool to measure prompt complexity and cognitive load.

A+ View details →
Deterministic Readability Scorer

Deterministic Readability Scorer MCP

3 tools Official

Equip your AI with strict linguistic math. Calculate Flesch-Kincaid, Gunning Fog indexes, and exact reading times deterministically.

A+ View details →
OOPSpam

OOPSpam MCP

12 tools Official

Block spam submissions on your forms and comments with an AI-powered filter that catches bots without annoying real users.

A+ View details →
NEW
Purpose in Life Assessment

Purpose in Life Assessment MCP

4 tools Official

Assess your sense of purpose, clarity, and engagement through psychometric analysis.

A+ View details →