ktx AI Data Agents MCP Context Skills

Skill by ara.so — AI Agent Skills collection.

ktx is a self-improving context layer that teaches AI agents how to query your data warehouse accurately. It combines approved metric definitions, joinable columns, wiki knowledge, and semantic layers into a single searchable surface exposed through MCP and CLI tools.

What ktx Does

• Learns from company knowledge: Ingests wiki content, dbt docs, Looker/Metabase metadata
• Maps the data stack: Samples tables, detects joinable columns, annotates sources
• Builds a semantic layer: Combines raw tables and high-level metrics with automatic join resolution
• Serves agents: Exposes CLI and MCP tools with full-text and semantic search

Works with PostgreSQL, Snowflake, BigQuery, ClickHouse, MySQL, SQL Server, SQLite. Integrates with dbt, MetricFlow, LookML, Looker, Metabase, and Notion.

Installation