SEOSiri Model Context Protocol (MCP) infrastructure

AI agents are taking action—crawling websites, querying databases, handling biotech assays, and triggering physical workflows.

Without local-first policy planes, AI models risk leaking PII, hallucinating answers, or triggering unsafe hardware actions.

To solve this, we’ve open-sourced and deployed a sovereign 5-part SEOSiri Model Context Protocol (MCP) infrastructure.

Here is the complete suite designed for local-first, zero-trust AI workflows:

🔍 AEO & GEO Intelligence (seosiri-aeo-geo-mcp)

Audits /llm.txt compliance, verifies RFC 9116 security.txt headers, scores AI-readiness, and extracts direct-answer cards for SearchGPT, Perplexity, and Google AI Overviews.

📊 Content Schema & GA4 Guardrails (seosiri-content-schema-mcp)

Generates multi-entity Schema org JSON-LD graphs, validates GA4 API report metric compatibility, and measures "Retention Gold" content stickiness scores.

🌐 Technical SEO & DNS Security (seosiri-dns-sec-audit-mcp)

Audits A/AAAA/MX DNS records, checks SOA Expire health bounds, inspects SSL/TLS certificates, and evaluates HSTS/CSP security response headers.

🚀 Semantic Keyword & RAG Vector Engine (seosiri-keyword-cluster-mcp)

Groups keyword lists into semantic clusters, classifies search intent, flags cannibalization risks, and executes local 384-D vector RAG searches.

🛡️ AI Search Governance & Indexing Interlock (seosiri-search-governance-mcp)

Inspects robots.txt rules for GPTBot & ClaudeBot, enforces brand safety guardrails, checks canonical link integrity, and dispatches real-time IndexNow payloads to Bing & Yandex.

Every package is 100% open-source, published on PyPI, deployed as a Cloudflare Workers Edge Gateway, and compatible with Claude Desktop and Cursor IDE!

👇

Explore & Deploy the SEOSiri MCP Suite:
🌐 Central Directory Hub:
https://www.seosiri.com/2026/07/seosiri-mcp-servers.html
📖 Deep-Dive Technical Guides:
• AEO/GEO Intelligence: https://www.seosiri.com/2026/07/aeo-geo-mcp.html
• Content Schema & GA4: https://www.seosiri.com/2026/08/content-schema-mcp.html
• DNS & Security Audit: https://www.seosiri.com/2026/08/dns-sec-audit-mcp.html
• Keyword Clustering & RAG: https://www.seosiri.com/2026/08/keyword-cluster-mcp.html
• AI Search Governance: https://www.seosiri.com/2026/08/search-governance-mcp.html
📦 PyPI Package Directory:
• pip install seosiri-aeo-geo-mcp
• pip install seosiri-content-schema-mcp
• pip install seosiri-dns-sec-audit-mcp
• pip install seosiri-keyword-cluster-mcp
• pip install seosiri-search-governance-mcp
⚡ Cloudflare Edge Gateways:
• aeo.seosiri.com | schema.seosiri.com | dns.seosiri.com | keywords.seosiri.com | governance.seosiri.com

#ModelContextProtocol #AI #DataEngineering #TechnicalSEO #AEO #GEO #OpenSource #Python #SEOSiri