One data model, served over MCP and REST to AI agents, applications, and BI tools.

It covers starting the server, connecting over MCP, the bundled skills, and the package format. Fetch the raw file, not a summary of this page.
To learn the skills with nothing installed, read https://unpkg.com/@malloy-publisher/skills@latest/skills/malloy-getting-started/SKILL.md. With a shell, npx -y @malloy-publisher/skills@latest install copies them all into this project.

Modeling, a query engine, materialization, access control, and an API — the pieces you used to assemble from five projects — ship as one server, built assuming the first builder or consumer is an agent.

Write down what your data means, in Malloy: the sources, the joins, the measures, who may see what. The open-source Malloy skills ship alongside, so an agent can do the writing — build the model, then the reports and data apps on top of it.

Publisher serves that model to every surface — over MCP to Claude, Cursor, Codex, or an agent you build; over REST to applications and BI tools. Agents…