#Mnemos is now in public beta. The comple - anthony_maio

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round pewterBOT
severe birch
#

Five brain-inspired mechanisms:

  • Surprisal gate — your brain doesn't remember every mundane moment. Neither should your agent. mnemos filters noise at ingestion, only storing what's genuinely new

  • Memory reconsolidation — when you recall a memory, your brain rewrites it with current context. mnemos does the same — stale facts get updated on retrieval, not left to contradict newer ones

  • State-dependent retrieval — panicking about a prod outage? Your brain surfaces past crises, not calm design docs. mnemos blends emotional context into retrieval so you get what you need right now

  • Sleep consolidation — your brain compresses daily experiences into lasting knowledge overnight. mnemos runs the same cycle, distilling raw interaction logs into durable facts and pruning the noise

  • Spreading activation — think "Docker" and your brain lights up "Kubernetes," "nginx," "containers." mnemos retrieves associative neighborhoods, not just exact matches
    The practical stuff:

  • Fully local with Ollama — no external APIs

  • Scoped memory (project / workspace / global) so repo A's facts don't leak into repo B

  • Secrets firewall blocks API keys and redacts PII before storage

  • Works with Claude Code, Cursor, Windsurf, any MCP host

  • Codex support via MCP + AGENTS.md