OmniMem gives coding agents persistent memory of dead ends, hits 12k downloads
Ancient_Ad8787 · reddit · 2026-11-03
A developer built OmniMem, an open-source MCP memory system that records not just facts but experience — which approaches failed, why they were abandoned, and what worked.
- When anyone re-suggests a known dead end, the agent pushes back: "We tried this and dropped it because X. Y worked instead."
- Accumulated experience gets compiled into skills: small playbooks built from your actual projects.
- v7 ships as a single Rust binary with SQLite and local embeddings — no Python, Docker, or API keys, fully local, MIT licensed, works with Claude/Cursor via MCP.
- 12k downloads so far.
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