context-layer-for-ai

CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents

The trust layer between AI and your data. Turns your database schema - messy joins, undocumented tables, into a governed semantic model so AI answers with correct SQL and a receipt on every answer. Run it locally, or self-host a shared team server with Docker.

A framework and module library that lets teams maintain coding standards, design systems, and domain rules once and automatically deploy them to all major AI coding assistants.

A study of production memory systems for AI agents — storage topology, write policy, scopes, schema, and recall surface.

The Open Context Layer for Data Agents