Search Governance

📖 Official Architecture & Documentation: SEOSiri Search Governance Guide | Central MCP Directory

An open-source, local-first Model Context Protocol (MCP) server for AI Search Crawler Governance, Brand Safety Guardrails, Canonical Integrity, and IndexNow Notifications.

💖 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)

• audit_ai_crawler_directives: Parses robots.txt for AI search bot access rules (GPTBot, ClaudeBot, PerplexityBot).
• verify_canonical_link_integrity: Audits HTML <link rel="canonical"> self-referential integrity.
• enforce_brand_safety_guardrails: Scans content strings for restricted keywords or unverified claims.
• audit_xml_sitemap_index: Validates XML sitemaps for syntax errors and URL counts.
• notify_indexnow_search_engines: Generates IndexNow API payloads for Bing, Yandex, and Naver.
• check_http_redirect_chain: Traces HTTP redirect loops ($301\text{/}\text{302}$).
• validate_google_bot_user_agent: Simulates Googlebot and ClaudeBot requests.
• sanitize_governance_payload: Strips script injections and malicious tags.
• get_live_governance_throughput_metrics: Monitors system health and processing latency.
• get_governance_server_specifications: Returns protocol specs and capability matrices.

Quickstart

pip install -e .
pytest tests/test_search_governance.py

🔌 Claude Desktop / Cursor Configuration

Add this block to your claude_desktop_config.json:

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

License

Distributed under the MIT License.