SEO On-Page Copy Analyzer

SEO On-Page Copy Analyzer MCP Connector for Claude

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Analyze keyword density, meta tag truncation, and heading coverage for SEO optimization.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

The SEO On-Page Copy Analyzer provides a suite of tools to audit your web content. Use analyze_keyword_density to check for keyword stuffing, validate_meta_tags to predict SERP truncation, audit_heading_coverage to verify heading hierarchy, and evaluate_tfidf_significance to measure keyword importance.

seokeyword-densitymeta-tagscontent-audittfidfon-page-seo

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

audit_heading_coverage

Check for target keywords in page headings

validate_meta_tags

Check if meta title and description are likely to be truncated

analyze_keyword_density

Analyze keyword density and prominence in text

evaluate_tfidf_significance

Calculate TF-IDF scores for keywords

See how to talk to your AI agent using SEO On-Page Copy Analyzer.

Analyze the SEO for https://my-blog.com/post: 'SEO is essential for success. SEO helps ranking.'

The density for 'SEO' is 40%. No stuffing detected.

Check if this title will truncate: 'Comprehensive Guide to SEO Optimization in 2024 and Beyond'

The estimated width is 620px. Truncation predicted.

Are keywords present in these headings? [{'tag': 'h1', 'content': 'Best SEO Tools'}]

Keyword 'SEO' was found in the H1 heading.

Use the `analyze_keyword_density` tool to identify density percentages and detect potential keyword stuffing.

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