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engrim

Cross-model, local-first episodic memory engine for Claude Code, Cursor, Codex, and Antigravity. SQLite FTS5 (BM25) + 8MB static model2vec CPU embeddings via Reciprocal Rank Fusion; stdio MCP server for durable decisions, budget-capped boot context, and hybrid recall. Zero cloud, zero telemetry.

Python Local macOSWindowsLinux
★ 303 stars Last pushed 2026-09-26 License: MIT

Topics: Knowledge & Memory

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See the repository for installation instructions: https://github.com/timgordontg/engrim

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Listed in punkpeye/awesome-mcp-servers (MIT)