marmotdata/marmot — The open-source context layer for your AI.

Description and use

Marmot is an open‑source context layer that lets you organize and expose the full metadata of your data ecosystem—tables, topics, queues, and APIs—to AI agents. By cataloguing these resources in a centralized repository, Marmot enables AI models to retrieve accurate, real‑time information about your backend services and datasets, improving their ability to reason, generate code, and automate workflows. It is designed for AI/ML, backend, and data‑centric applications.

Problem

marmotdata/marmot helps connect AI assistants to real tools and data through a standard protocol.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

Source