# AI Driven Dev > A task-oriented guide to Codefrost developer tools and engineering help. Canonical site: https://aidrivendev.com/ Publisher: https://www.codefrost.dev/ ## Machine access - [documentation](https://aidrivendev.com/agent) - [catalog](https://aidrivendev.com/api/v1/ecosystem) - [schema](https://aidrivendev.com/api/v1/ecosystem.schema.json) - [site_schema](https://aidrivendev.com/api/v1/site.schema.json) - [text](https://aidrivendev.com/offerings.txt) - [llms](https://aidrivendev.com/llms.txt) - [recommendation](https://aidrivendev.com/api/v1/recommend-next-step) - [mcp](https://aidrivendev.com/mcp) Tools: get_aidrivendev_ecosystem, recommend_aidrivendev_next_step. Read-only, stateless; no account or model provider required. Read-only public information and deterministic recommendations. No repository inspection, form submission, subscriptions, bookings, or payments. Each provider controls current availability and pricing. This is a reviewed snapshot, not a live query of provider state.