MCP + Materialize: Build and query with AI
Connect AI apps and agents through the Model Context Protocol for AI-native data access, development, and operations.
From copilots to autonomous agents
Materialize exposes data and operations over MCP, so you can use AI across the lifecycle from development to production.
Power agents with live data
Give agents direct access to live data. Query business metrics, customer data, and operational state without building custom APIs.
Code with AI dev tools
Use Claude Code or similar tools to build on Materialize. Write SQL, create data products, and manage infrastructure through natural language.
Optimize query performance
Chat with AI to understand performance. Get recommendations, identify bottlenecks, and optimize resource usage across clusters.
How Materialize integrates with MCP
Install the Materialize MCP server and connect any compatible AI application, including assistants, development tools, and autonomous agents.
Discover data products, database objects, and operations through MCP's metadata and schema information.
Execute SQL queries, manage infrastructure, and perform operations based on permissions and RBAC policies.
Key capabilities
Data
Query and manage data products
Infrastructure
Manage clusters, sources, and connections
Performance
Monitor performance and system health
Trusted by engineering leaders
