--- title: ClickHouse Platform for AI — the open platform for AI on real-time data description: 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. --- # 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. - [Get started today](https://console.clickhouse.cloud/signUp?loc=ai-page-hero-cta-get-started-today&intent=ai) - [View documentation](https://clickhouse.com/docs/products/cloud/features/ai-ml/agents) ## 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. ## Chat natively, build, or bring any agents to your real-time data, with zero lock-in. ### ClickHouse platform for AI - **Connectivity layer:** MCP, with clients, CLI and plugins - **Agentic layer:** ClickHouse Assistant and ClickHouse Agents, with a code interpreter - **Data layer:** ClickHouse, Postgres, managed ingestion and context management (skills) - **Observability:** ClickStack - **LLM engineering:** Langfuse ## See customers in action delivering agentic analytics > 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 > > — Shopify > By leveraging the ClickHouse, MCP, and LibreChat stack, we rapidly delivered a prototype to cBioPortal users that empowered them to ask entirely new questions about cancer genomics and treatment trajectories, get quick answers, and explore data in ways not possible through the existing UI. It puts discovery at cancer researchers' fingertips. > > — cBioPortal > We built our new product, FAST by Fetch, on ClickHouse to help users instantly discover insights and drive efficient activation. We see agentic analytics as the future of data interaction, enabling more intuitive, dynamic, and impactful use of information. With its unmatched speed and scalability, ClickHouse is well-positioned to power this new generation of agentic experiences, and we're thrilled to grow our partnership together. > > — Fetch > With LibreChat, Daimler Truck is making the power of modern AI available to all employees. This enables the company to bring innovation and progress into everyday work – simply, transparently, securely, and full of new opportunities. > > — Daimler Truck ## 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](https://clickhouse.com/blog/clickhouse-acquires-langfuse-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 [Get started on langfuse.com](https://langfuse.com/?utm_source=clickhouse_dotai) ## 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 [View GitHub](https://github.com/ClickHouse/agentic-data-stack) ## 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 [View documentation](https://clickhouse.com/docs/guides/use-cases/ai-ml/MCP/librechat) [Watch the demo](https://www.youtube.com/watch?v=fuyu-AnfRDA) ### Agent-Facing Analytics Analytics designed for AI agents to explore data, generate insights, and take action in real time. [Learn more](https://clickhouse.com/blog/agent-facing-analytics) ### Agentic Data Stack An open, agent-native data stack that connects models, tools, and fast analytical databases. [Learn more](https://clickhouse.com/blog/librechat-open-source-agentic-data-stack) ### Data Warehouse AI AI-powered workflows that bring intelligence directly into modern data warehouses. [Learn more](https://clickhouse.com/blog/ai-first-data-warehouse) ## Resources Everything you need to build, deploy, and scale with AI - documentation, tools, integrations, and community resources in one place. - [Docs](https://clickhouse.com/docs/guides/use-cases/ai-ml) - [ClickHouse Agents](https://clickhouse.com/blog/agenthouse-demo-clickhouse-llm-mcp) - [Remote MCP server](https://clickhouse.com/docs/products/cloud/features/ai-ml/mcp/remote-mcp) - [ClickHouse for AI and ML](https://www.youtube.com/watch?v=GfvZHSdJ4CU&t=1527s) - [MCP ClickHouse](https://github.com/ClickHouse/mcp-clickhouse) - [LibreChat GitHub](https://github.com/danny-avila/LibreChat) ## 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. [Create a free account](https://console.clickhouse.cloud/signUp?loc=aiPageFooterCta)