This tutorial walks through the steps of configuring LibreChat to connect to ClickHouse Cloud's MCP server, and also how to monitor and debug the LLM interactions using Langfuse Cloud.

Prerequisites:

• A ClickHouse Cloud instance with some data in it (we assume you have the uk_price_paid table from the example datasets in the ClickHouse docs).

• An Anthropic API key.

• GitHub - so you can clone the LibreChat repository.

• Docker - to run LibreChat locally in a container.

When you're ready to begin, click on the first lesson below—or the NEXT button above.