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Awareness-Local

Local-first AI agent memory โ€” one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embeddin

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Description

Local-first AI agent memory โ€” 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.

README

Awareness Local

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.

npx @awareness-sdk/setup

That's it. Your AI agent now remembers everything across sessions.


What It Does

Before: Every session starts from scratch. You re-explain the codebase, re-justify decisions, watch the agent redo work.

After: Your agent says "I remember you were migrating from MySQL to PostgreSQL. Last session you completed the schema changes and had 2 TODOs remaining..."

Session 1                          Session 2
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”       โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚ Agent: "What database?" โ”‚       โ”‚ Agent: "I remember we   โ”‚
โ”‚ You: "PostgreSQL..."    โ”‚       โ”‚ chose PostgreSQL for     โ”‚
โ”‚ Agent: "What framework?"โ”‚  โ†’    โ”‚ JSON support. You had    โ”‚
โ”‚ You: "FastAPI..."       โ”‚       โ”‚ 2 TODOs left. Let me     โ”‚
โ”‚ (repeat every session)  โ”‚       โ”‚ continue from there."    โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜       โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Supported IDEs (13+)

IDE Auto-detected Plugin
Claude Code โœ… awareness-memory
Cursor โœ… via MCP
Windsurf โœ… via MCP
OpenClaw โœ… @awareness-sdk/openclaw-memory
Cline โœ… via MCP
GitHub Copilot โœ… via MCP
Codex CLI โœ… via MCP
Kiro โœ… via MCP
Trae โœ… via MCP
Zed โœ… via MCP
JetBrains (Junie) โœ… via MCP
Augment โœ… via MCP
AntiGravity (Jules) โœ… via MCP

How It Works

Your IDE / AI Agent
    โ”‚
    โ”‚  MCP Protocol (localhost:37800)
    โ–ผ
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  Awareness Local Daemon            โ”‚
โ”‚                                    โ”‚
โ”‚  Markdown files    โ†’ Human-readable, git-friendly
โ”‚  SQLite FTS5       โ†’ Fast keyword search
โ”‚  Local embedding   โ†’ Semantic search (optional: npm i @huggingface/transformers)
โ”‚  Knowledge cards   โ†’ Auto-extracted decisions, solutions, risks
โ”‚  Web Dashboard     โ†’ http://localhost:37800/
โ”‚                                    โ”‚
โ”‚  Cloud sync (optional)             โ”‚
โ”‚  โ†’ One-click device-auth           โ”‚
โ”‚  โ†’ Bidirectional sync              โ”‚
โ”‚  โ†’ Semantic vector search          โ”‚
โ”‚  โ†’ Team collaboration              โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Your Data

All memories stored as Markdown files in .awareness/ โ€” human-readable, editable, git-friendly:

.awareness/
โ”œโ”€โ”€ memories/
โ”‚   โ”œโ”€โ”€ 2026-03-22_decided-to-use-postgresql.md
โ”‚   โ”œโ”€โ”€ 2026-03-22_fixed-auth-bug.md
โ”‚   โ””โ”€โ”€ ...
โ”œโ”€โ”€ knowledge/
โ”‚   โ”œโ”€โ”€ decisions/postgresql-over-mysql.md
โ”‚   โ””โ”€โ”€ solutions/auth-token-refresh.md
โ”œโ”€โ”€ tasks/
โ”‚   โ””โ”€โ”€ open/implement-rate-limiting.md
โ””โ”€โ”€ index.db  (search index, auto-rebuilt)

Features

MCP Tools (available in your IDE)

Tool What it does
awareness_init Load session context โ€” recent knowledge, tasks, rules
awareness_recall Search memories โ€” progressive disclosure (summary โ†’ full)
awareness_record Save decisions, code changes, insights โ€” with knowledge extraction
awareness_lookup Fast lookup โ€” tasks, knowledge cards, session history, risks
awareness_get_agent_prompt Get agent-specific prompts for multi-agent setups

Progressive Disclosure (Smart Token Usage)

Instead of dumping everything into context, Awareness uses a two-phase recall:

Phase 1: awareness_recall(query, detail="summary")
  โ†’ Lightweight index (~80 tokens each): title + summary + score
  โ†’ Agent reviews and picks what's relevant

Phase 2: awareness_recall(detail="full", ids=[...])
  โ†’ Complete content for selected items only
  โ†’ No truncation, no wasted tokens

Web Dashboard

Visit http://localhost:37800/ to browse memories, knowledge cards, tasks, and manage cloud sync.

Cloud Sync (Optional)

Connect to Awareness Cloud for:

  • Semantic vector search (100+ languages)
  • Cross-device real-time sync
  • Team collaboration
  • Memory marketplace
npx @awareness-sdk/setup --cloud
# Or click "Connect to Cloud" in the dashboard

SDK & Plugin Ecosystem

Awareness Local is part of the Awareness ecosystem:

Package For Install
Awareness Local Local daemon + MCP server npx @awareness-sdk/setup
Python SDK wrap_openai() / wrap_anthropic() interceptors pip install awareness-memory-cloud
TypeScript SDK wrapOpenAI() / wrapAnthropic() interceptors npm i @awareness-sdk/memory-cloud
OpenClaw Plugin Auto-recall + auto-capture openclaw plugins install @awareness-sdk/openclaw-memory
Claude Code Plugin Skills + hooks /plugin marketplace add edwin-hao-ai/Awareness-SDK โ†’ /plugin install awareness-memory@awareness
Setup CLI One-command setup for 13+ IDEs npx @awareness-sdk/setup

Full SDK docs: awareness.market/docs


Requirements

  • Node.js 18+
  • Any MCP-compatible IDE

No Python, no Docker, no cloud account needed.

License

Apache 2.0

Release History

VersionChangesUrgencyDate
v0.11.6## [0.11.6] - 2026-04-29 ### Fixed โ€” docs-only onboarding, workspace UI loading, and graph embedding throttling - Onboarding now writes markdown-only scan settings before it triggers the first workspace scan, so fresh local installs no longer silently re-enable code scanning during setup. - `scan-config` legacy migration now preserves old `scan_code=true` behavior only when the workspace index actually contains active code file nodes. A docs-only `.awareness/index.db` no longer gets miHigh4/28/2026
main@2026-04-20Latest activity on main branchHigh4/20/2026
0.0.0No release found โ€” using repo HEADHigh4/11/2026

Dependencies & License Audit

Loading dependencies...

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More from edwin-hao-ai

Awareness-SDKLocal-first AI agent memory โ€” one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs

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