Michigan

Ryan Lyell

Expert
@Lyellr88

Building tools for AI systems + diagnostics. - MARM: Memory LLM enhancement - Shipping Computer Health Hub + Tax Parser in 2026.

marm-memory. Self-hosted, local-first MCP memory server for AI agents. Fast recall at 10k memories, hybrid semantic + exact-syntax search (RAG), code & concept knowledge graphs (158 languages). All local in SQLite: no cloud, no vector DB, no API keys. Works with Claude Code, Codex, Cursor, Gemini & any MCP client.

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