LibreChat powers reflexive AI use across Shopify. With near universal adoption and thousands of custom agents, teams use it to solve real problems, increase productivity, and keep the quality bar high. By connecting more than 30 internal MCP servers, it democratizes access to critical information across the company
The open platform for AI on real-time data
From chat to agents to MCP and beyond, ClickHouse Platform for AI is the open, end-to-end stack that brings AI to your data, enabling agentic analytics in real time, at any scale.

Why ClickHouse for AI
Open platform for managed agentic analytics, powered by Claude
Power AI agents on real-time data
Achieve sub-second latency cost effectively across billions of rows and petabytes of data while handling thousands of concurrent requests.
Deliver agentic analytics in minutes
Deploy complete and production-ready agentic analytics instantly. Eliminate the complexity of infrastructure management and third-party stitching.
Build with full control of your AI stack
Maintain flexibility with an open data and AI stack with ClickHouse, LibreChat, MCP connectivity, and Langfuse. Make your AI stack portable and free from vendor lock-in.
What's inside
Chat natively, build, or bring any agents to your real-time data, with zero lock-in.
ClickHouse platform for AI
Connectivity layer
Agentic layer
Data layer
See customers in action delivering agentic analytics
Capabilities
Chat interface
Ship production-ready agentic analytics on your ClickHouse data in minutes with no configuration needed.
No-Code Agent Builder
Build and share specialized, governed agents for every team and workflow, without writing a line of code.
ClickHouse Assistant
Write SQL faster, debug queries, and learn ClickHouse directly in the Cloud console.
Sandboxed Code Interpreter
Run Python or JavaScript against live ClickHouse query results inside any conversation to model, transform, and visualize inline.
MCP Connectivity
Connect with any agent, IDE, or BI tool to ClickHouse over the open MCP protocol. Keep full control with no lock in.
Multi-agent Workflows & Sub-agents
Orchestrate teams of specialist sub-agents to run end-to-end analytical workflows concurrently.
ClickHouse welcomes Langfuse: The future of open-source LLM observability
Built for Production AI
Close the AI Engineering loop.
- Trace full agent workflows, from prompts to tool calls and responses
- Evaluate agent outputs with custom scoring and human feedback
- Monitor quality, cost, and latency across every LLM call

Build with Open Source
Compose your own AI stack, open at every layer
- Chat with your data in a familiar, open-source UI, powered by LibreChat
- Connect to your favorite tools over the open Model Context Protocol (MCP)
- Trace, evaluate, and ship better agents with LLM observability using Langfuse

Learn more about the Agentic Data Stack
Explore how the Agentic Data Stack enables AI agents to query, reason, and act on data in real time. Dive into practical examples, architectural deep dives, and product updates from the teams building agent-native analytics at ClickHouse.
You'll learn about:
- How agents interact with data using MCP and open standards
- Designing analytics systems built for AI-first workflows
- Real-world use cases for agent-facing analytics
- The open-source foundations behind the Agentic Data Stack
Agent-Facing Analytics
Analytics designed for AI agents to explore data, generate insights, and take action in real time.
Agentic Data Stack
An open, agent-native data stack that connects models, tools, and fast analytical databases.
Data Warehouse AI
AI-powered workflows that bring intelligence directly into modern data warehouses.
Resources
Everything you need to build, deploy, and scale with AI - documentation, tools, integrations, and community resources in one place.
Get started with ClickHouse Cloud for free
We'll get you started on a 30 day trial and $300 credits to spend at your own pace.