Azure Cognitive Search MCP Server

Connect your Azure Cognitive Search endpoints to any AI agent and bring the power of enterprise information retrieval directly into your conversational workflows.

What you can do

• Deep Search & Point-Reads — Execute full-text lexical queries across indexes or extract an exact, specific document mapping using its explicit UUID key
• Vector Retrieval — Inject structural arrays into predefined embedding domains for accurate, multidimensional K-Nearest Neighbor mapping
• Indexers & Skillsets — Discover active background tasks routing Azure blobs or databases, and inspect active Cognitive Services orchestrating OCR and text enrichment
• Schema Definitions — Trace exact token analyzers and dimensional shapes securing your cloud's query behaviors natively

How it works

1. Subscribe to this server
2. Enter your Azure Search Endpoint and proper API Key
3. Start querying or debugging the orchestration structure immediately from Claude, Cursor, or your MCP interface

Who is this for?

• Search Architects — test advanced BM25 parameters, vector similarities, and fetch distinct raw items without compiling secondary tools
• Data Engineers — ensure the active indexers are successfully pulling documents and that cognitive skillsets (like translation or OCR) are deployed
• Machine Learning Ops — compare index schema changes and experiment iteratively with retrieval techniques