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Market Brew

AI Visibility Isn’t Luck. It’s Signal Alignment. Read-only MCP access to Market Brew, a patented search engineering platform for SEO and AI visibility. Market Brew uses particle swarm optimization and template models to reverse engineer observed search behavior. Inspect ranking models, content alignment, knowledge bases, crawl data, and AI visibility history through a hosted Streamable HTTP MCP server. Requires an enabled Market Brew account and OAuth. Setup guide: https://brew.marketbrew.ai/customer-manual.htm#api-and-chatgpt-read-access

Source-provided description, not an independently verified capability claim.

Check the source before connecting.

Vendor ownership, pricing, documentation, and execution are not verified for this discovery record. Appearing in the official MCP registry does not mean this server is vendor-owned or tested.

Relevance and review status.

Awaiting triage. Method: not yet classified.

Task signals: seo.

Setup and documentation.

No verified installation steps or callable endpoint are supplied by this discovery record. Follow the original repository or directory entry to inspect current setup instructions, permissions, and authentication.

Source receipts.

Discovery ID: d743b8e31ff44b035d23. Snapshot: 2026-10-17. Read this record as JSON · Full discovery dataset.

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