DigestSEO — AI Visibility MCP for SEO & GEO

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mcp-geo is a free, self-hostable MCP server for measuring brand mentions and, where providers return them, source citations across supported AI answer surfaces. It helps SEO practitioners and agencies compare observations by engine and inspect the underlying evidence. A scan is a point-in-time sample, not a guaranteed ranking or citation outcome.

Open the full example report · How the methodology works. This is an example report generated through the MCP tools, not a customer testimonial or a promised result.

Your first local scan, after connecting the stdio MCP server:

1. Track: ask your MCP client to run track_brand with your own brand_id, name, domain, and ideally a precise category. By default it creates three provider-free category-anchored starter questions, not a validated measurement sample. Without a category, its brand-name placeholders can bias scores: replace those prompts before scanning. The read-only…