azure-ai

name

azure-ai

description

Use for Azure AI: Search, Speech, Foundry, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, AI agents, prompt flows, OCR. USE FOR: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text, text-to-speech, transcribe, AI agent, prompt flow, Foundry, OCR, convert text to speech. DO NOT USE FOR: Function apps/Functions (use azure-functions), databases (azure-postgres/azure-kusto), resources.

Azure AI Services

Services

Service	Use When	MCP Tools	CLI
AI Search	Full-text, vector, hybrid search	azure__search	az search
Speech	Speech-to-text, text-to-speech	azure__speech	-
Foundry	AI models, agents, prompt flows	azure__foundry	az ml
OpenAI	GPT models, embeddings, DALL-E	-	az cognitiveservices
Document Intelligence	Form extraction, OCR	-	-

MCP Server (Preferred)

When Azure MCP is enabled:

AI Search

• azure__search with command search_index_list - List search indexes
• azure__search with command search_index_get - Get index details
• azure__search with command search_query - Query search index

Speech

• azure__speech with command speech_transcribe - Speech to text
• azure__speech with command speech_synthesize - Text to speech

Foundry

• azure__foundry with command foundry_model_list - List AI models
• azure__foundry with command foundry_deployment_list - List deployments
• azure__foundry with command foundry_agent_list - List AI agents

If Azure MCP is not enabled: Run /azure:setup or enable via /mcp.

AI Search Capabilities

Feature	Description
Full-text search	Linguistic analysis, stemming
Vector search	Semantic similarity with embeddings
Hybrid search	Combined keyword + vector
AI enrichment	Entity extraction, OCR, sentiment

Speech Capabilities

Feature	Description
Speech-to-text	Real-time and batch transcription
Text-to-speech	Neural voices, SSML support
Speaker diarization	Identify who spoke when
Custom models	Domain-specific vocabulary

Foundry Capabilities

Feature	Description
Model catalog	GPT-4, Llama, Mistral, custom
AI agents	Multi-turn, tool calling, RAG
Prompt flow	Orchestration, evaluation
Fine-tuning	Custom model training

Service Details

For deep documentation on specific services:

• AI Search indexing and queries -> Azure AI Search documentation
• Speech transcription patterns -> Azure AI Speech documentation
• Foundry agents and flows -> Azure AI Foundry documentation