Secretless private vector search for Foundry Agents via MCP and Cosmos DB

adnan_hashmi · x · 2026-11-04

A walkthrough for wiring secretless, private vector search into Azure Foundry Agents: the agent sends natural-language questions through a remote MCP Toolkit, Foundry Models generate query embeddings, and Azure Cosmos DB's diskANN index serves results. Security comes from managed identity and private endpoints throughout — no API keys anywhere in the data path.

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