Content Schema

📖 Official Architecture & Documentation: SEOSiri Content Schema Guide | Central MCP Directory

An open-source, local-first Model Context Protocol (MCP) server for Automated Schema.org JSON-LD Generation, GA4 Metric Validation, /llm.txt Auditing, and Content Stickiness Analytics.

💖 Sponsorship, B2B Custom Solutions & Attribution

👨‍💻 Lead Architect & Attribution

Designed and engineered by Momenul Ahmad, Lead Architect and Founder of SEOSiri.

🚀 Capabilities & Tools (10 Production Tools)

• generate_tech_article_schema: Generates multi-entity TechArticle JSON-LD markup.
• generate_faq_page_schema: Compiles structured FAQPage JSON-LD schema blocks for voice search.
• validate_ga4_report_metrics: Validates GA4 metric and dimension compatibility.
• calculate_content_stickiness_score: Computes GA4 "Retention Gold" scores comparing Duration against Bounce Rate.
• validate_llm_txt_formatting: Audits presence and Markdown syntax structure of /llm.txt.
• audit_rfc_9116_security_txt: Audits RFC 9116 /.well-known/security.txt headers.
• extract_structured_answer_snippets: Extracts direct-answer snippets for Perplexity and SearchGPT.
• sanitize_content_payload: Strips script injections and unverified metadata.
• get_live_schema_throughput_metrics: Monitors system health and processing latency.
• get_schema_server_specifications: Returns protocol specs and capability matrices.

Quickstart

pip install -e .
pytest tests/test_content_schema.py

🔌 Claude Desktop / Cursor Configuration

Add this block to your claude_desktop_config.json:

{
  "mcpServers": {
    "seosiri-content-schema": {
      "command": "uv",
      "args": [
        "run",
        "--github",
        "SEOSiri-Official/content-schema-mcp",
        "src/main_server.py"
      ]
    }
  }
}

License

Distributed under the MIT License. See LICENSE for more information.