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SEO Inc. / Since 1997

AI Agent Access

SEO Inc.'s public MCP Citation Server gives AI agents structured, citation-ready access to our site content. Endpoint, tools, and usage documented here.

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AI Agent Access — SEO Inc. Structured Data Citation Server

SEO Inc. publishes a read-only Model Context Protocol (MCP) server that gives AI agents and LLMs structured, citation-ready access to our public site content — no scraping required.

Endpoint

https://seoinc-structured-data-mcp.seo-company.workers.dev/mcp

  • Transport: Streamable HTTP
  • Protocol version: 2025-11-25
  • Access: Public, read-only, no authentication required

Tools

list_sources
List the public SEO Inc data sources available through this MCP server.

search_site_content
Search public SEO Inc WordPress pages and blog posts. Returns citation.url, citation.title, citation.date_modified, and citation.snippet for each result so agents can cite sources accurately.

Parameter Type Required Notes
query string yes Question, brand, service, competitor, or topic to search for
content_type string no page, post, or both (default both)
limit integer no 1–10 (default 5)

get_site_content
Fetch one public SEO Inc WordPress page or post by ID, including clean text and citation metadata.

Parameter Type Required Notes
content_type string yes page or post
record_id integer yes The WordPress post/page ID

Machine-readable description

A full server descriptor is published at /.well-known/mcp.json, and this API is listed in our API catalog per RFC 9727.

Why this exists

SEO Inc. has spent 29+ years helping brands earn visibility in search. As discovery shifts toward AI agents and answer engines, we’re applying the same standard to ourselves: structured, verifiable, citation-friendly access to what we publish — the same practices we help our clients implement.