Blog posts

TKCat meets LLMs: an MCP server for well-documented knowledge resources

TKCat

MCP

LLM

ClickHouse

knowledge management

TKCat 1.3.0 ships a Model Context Protocol (MCP) server that lets AI assistants explore and query the modeled databases of a chTKCat instance. Because every resource comes with its own documentation, the assistant knows what the data means, not only where it is stored.

Oct 21, 2026

5 min