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Awareness-Local
edwin-hao-ai March 22, 2026
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Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embedding), MCP protocol, Web dashboard.
Agent Definition
# Awareness Local [](https://arxiv.org/abs/2410.10813) **Give your AI agent persistent memory. One command. No account. Works offline.** Awareness Local is a local-first memory system for AI coding agents. It runs a lightweight daemon on your machine that stores memories as Markdown files, searches with hybrid FTS5 + embedding, and connects to any IDE via the MCP protocol. ```bash npx @awareness-sdk/setup ``` That's it. Your AI agent now remembers everything across sessions. --- ## Benchmark: LongMemEval (ICLR 2025) Evaluated on **[LongMemEval](https://arxiv.org/abs/2410.10813)** — the industry standard benchmark for long-term conversational memory. 500 human-curated questions across 5 core capabilities. ``` ╔══════════════════════════════════════════════════════════════╗ ║ ║ ║ Awareness Memory — LongMemEval Benchmark Results ║ ║ ───────────────────────────────────────────────── ║ ║ ║ ║ Benchmark: LongMemEval (ICLR 2025) ║ ║ Dataset: 500 human-curated questions ║ ║ Variant: LongMemEval_S (~115k tokens per question) ║ ║ ║ ║ ┌─────────────────────────────────────────────────┐ ║ ║ │ │ ║ ║ │ Recall@1 77.6% (388 / 500) │ ║ ║ │ Recall@3 91.8% (459 / 500) │ ║ ║ │ Recall@5 95.6% (478 / 500) ◀ PRIMARY │ ║ ║ │ Recall@10 97.4% (487 / 500) │ ║ ║ │ │ ║ ║ └─────────────────────────────────────────────────┘ ║ ║ ║ ║ Method: H
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