pmb: Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) via MCP. 94.5% LoCoMo recall@10, 70ms p50, multilingual, zero API keys.; shipyard-cli: The Shipyard CLI and MCP server enable you to manage ephemeral environments from your terminal or from your AI agent.
you need ai-agents capabilities
you need agent capabilities