GuyMannDude/mnemo-cortex
Open-source memory coprocessor for AI agents. Persistent recall, semantic search, crash-safe capture. No hooks required.
Based on the README, here's a technical summary: --- Uses a sidecar daemon architecture with file-based session tailing—watches OpenClaw JSONL logs every 2 seconds and ingests messages into SQLite with FTS5 indexing, then periodically writes compressed context back to disk as `MNEMO-CONTEXT.md` for agent bootstrap. Implements LLM-backed rolling summarization with DAG-tracked lineage (supports local Ollama at zero cost or any OpenRouter provider as fallback) achieving 80% token compression while preserving full-text recall. Integrates with Claude Code, Claude Desktop (MCP bridge), and OpenClaw agents through a crash-resistant sidecar that requires no agent modifications—if either component fails, the other continues operating independently.
Stars
25
Forks
10
Language
Python
License
—
Category
Last pushed
Mar 19, 2026
Commits (30d)
0
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