Azure AI Search MCP Server
Execute RAG queries against Azure AI Search natively — search vectors, full-text documents, and audit cloud indexes directly from your AI agent.
Vinkius AI Gateway supports streamable HTTP and SSE.
Works with every AI agent you already use
…and any MCP-compatible client
Azure AI Search MCP Server: see your AI Agent in action
Built-in capabilities (6)
get_index
Get explicit details of a single Azure search index configuration
list_datasources
List Azure AI Search data sources explicitly mapped
list_indexers
List explicit scheduled Azure indexer tasks
list_indexes
List all Azure AI Search indexes
search_documents
Execute lexical Full-Text search queries against Azure Indexes
vector_search
Highly targeted relevance extraction spanning dimensional maps. Perform Azure vector similarity searches via explicit embedding spaces
What this connector unlocks
Connect your Azure AI Search endpoints to any AI agent and bring the power of enterprise RAG (Retrieval-Augmented Generation) directly into your conversational workflows.
What you can do
- Vector & Full-Text Search — Execute precise K-Nearest Neighbors (KNN) retrieval or perform deep lexical BM25 BM25 queries against millions of documents
- Indexes & Schemas — List your search indexes and inspect structural schema definitions including analyzers, vector profiles, and semantic configurations
- Data Sources — Extract REST maps detailing where your Azure indexers securely source unstructured data (CosmosDB, Blob Containers, Azure SQL)
- Indexers — Audit and monitor your scheduled synchronization agents pulling continuous state transitions synchronously
How it works
1. Subscribe to this server
2. Enter your Azure Search Endpoint and Admin / Query Key
3. Start querying your enterprise knowledge bases securely from Claude, Cursor, or any MCP-compatible environment
Who is this for?
- AI & RAG Engineers — test new embedding schemas, debug vector retrieval accuracy, and inspect BM25 indexing without opening the Azure Portal
- Cloud Architects — verify the health of Data Sources and synchronized Indexers moving unstructured data in real-time
- Data Scientists — instantly extract precise contextual passages across massive Azure-backed corporate databases
Frequently asked questions
Give your AI agents the power of Azure AI Search
Access Azure AI Search and 2,000+ MCP servers — ready for your agents to use, right now. No glue code. No custom integrations. Just plug Vinkius AI Gateway and let your agents work.
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