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A self-learning data agent built with systems engineering principles. It grounds answers in 6 layers of context and improves with every query.

Deprecated: superseded by mcp_agent_mail_rust, the maintained Rust rewrite. Original Python FastMCP coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite.

LedFx is a network based LED effect engine designed to deliver advanced real-time audio effects to a wide variety of devices.

  • python
  • music-visualizer
  • audio-processing
  • qlc