Enables agent managers to launch and supervise Antigravity CLI, Claude Code, CodeBuddy Code, or Grok CLI as subagents through local MCP tools for starting, waiting on, and cancelling invocations.
Enables AI agents to maintain a small, curated set of durable personal memories in local Markdown via eight explicit MCP tools, avoiding unselective recall and temporary state.
Enables local-first hybrid knowledge retrieval from authorized Markdown and plain-text files, combining full-text and vector search with reranking and traceable source references via a single search tool.