{"repo":"Kaelio/ktx","free":true,"listed":false,"github":"https://github.com/Kaelio/ktx","clone":"git clone https://github.com/Kaelio/ktx.git","description":"ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company","language":"TypeScript","stars":1543,"topics":["agents","analytics","analytics-engineering","context-layer","data-engineering","semantic-layer","business-intelligence","data-analysis","agent","ai-agent"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"The context layer for data agents Quickstart · CLI Reference · Agent Setup · Slack Built and maintained by Kaelio --- ktx is a self-improving context layer that teaches agents how to query your warehouse accurately - from approved metric definitions, joinable columns, and business knowledge it builds and maintains for you. [!NOTE] Run ktx with your own LLM API keys or a local agent sign-in — a Claude Pro/Max subscription through Claude Code, or your local Codex authentication. No extra usage billing from ktx . Why ktx General-purpose agents struggle on data tasks. They re-explore your warehouse on every question, invent their own metric logic, and return numbers that don't match approved definitions. Traditional semantic layers don't fix this. They demand constant manual upkeep and don't absorb the rest of your company's knowledge. ktx does both, automatically: - Learns from company knowledge. Ingests wiki content, organizes it, removes duplicates, and flags contradictions for human review. - Maps the data stack. Samples tables, captures metadata and usage patterns, detects joinable columns, and annotates sources so agents write better queries. - Builds a semantic layer. Combines raw tables and high-level metrics through a join graph that automatically resolves chasm and fan traps, so agents fetch metrics declaratively instead of rewriting canonical SQL each time. - Serves agents at execution. Exposes CLI and MCP tools with combined full-text and semantic search across wiki a","default_branch":null,"files":null,"tree":[],"storefront":"/r/Kaelio","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Kaelio/ktx/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}