Local-first RAG memory for AI agents: hybrid + GraphRAG search, MCP server with OAuth 2.1, plugin for Claude Code / OpenCode / Codex.
What is the SpillwaveSolutions/agent-brain GitHub project? Description: "Local-first RAG memory for AI agents: hybrid + GraphRAG search, MCP server with OAuth 2.1, plugin for Claude Code / OpenCode / Codex.". Written in Python. Explain what it does, its main use cases, key features, and who would benefit from using it.
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