Stirrup is a lightweight framework for building AI agents. It provides a starting template or package that incorporates best practices from leading agents like Claude Code and Codex, including context management and foundational tools such as code execution in Docker or E2B sandboxes, web browsing, and MCP client support. The framework lets models choose their own approach to tasks rather than imposing rigid workflows.