Awareness-Local

by edwin-hao-ai · JavaScript · ★ 213

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.

#ai-agent#ai-memory#claude-code#cursor#llm#local-first#markdown#mcp#offline#openclaw#persistent-memory#sqlite#windsurf

Install

npx -y github:edwin-hao-ai/Awareness-Local

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

{
  "mcpServers": {
    "awareness-local": {
      "command": "npx",
      "args": [
        "-y",
        "github:edwin-hao-ai/Awareness-Local"
      ]
    }
  }
}

From the README

Languages: English | 简体中文 **Give your AI agent persistent memory. One command. No account. Works offline.** Awareness Local is a local-first MCP memory server for AI coding agents. It gives Cursor, Claude Code, Copilot, Cline, and other MCP IDEs persistent memory, hybrid semantic + keyword retrieval, and reusable knowledge cards for long-running software projects. It runs a lightweight daemon on your machine, stores memory as Markdown, indexes recall with SQLite FTS5 + embeddings, and keeps your AI workflow fast, explainable, and offline-ready. That's i…

Read full README on GitHub →

Related databases servers

codebase-memory-mcp

DeusData

★ 18,139

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Databases · C

mcp-toolbox

googleapis

★ 15,727

MCP Toolbox for Databases is an open source MCP server for databases.

Databases · Go

claude-context

zilliztech

★ 11,984

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

Databases · TypeScript

XHS-Downloader

JoeanAmier

★ 11,725

小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文件

Databases · Python

learn-agentic-ai

panaversity

★ 4,252

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.

Databases · Jupyter Notebook

tabularis

TabularisDB

★ 3,442

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 12+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

Databases · TypeScript