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How MCP Toolbox turns agent text into ClickHouse vectors
Google's MCP Toolbox for Databases embeds agent text into vectors on insert and search, then lets ClickHouse rank the results - no embedding service to build or maintain. Here's how to set it up, and what it looks like end to end.
Pete Hampton
Sep 7, 2026 · 22 minutes read
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