需要先安装 Node/npm 环境才能全局装 CLI;oc init 会写入各 agent 的用户级配置目录(如 /.cursor、/.claude、~/.codex),非交互安装需用 --tools 或 --no-* 参数指定;桌面版需从 Releases 单独下载,不走 npm

OpenContext
0xranxMIT更新放缓给 AI 编程助手用的个人上下文库,复用 Codex、Claude、OpenCode 等现有 CLI,把项目知识捕获、检索并在不同 agent 和仓库间复用。
A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built‑in Skills/tools and a desktop GUI to capture, search, and reuse project knowledge across agents and repos.
npm install -g @aicontextlab/cli
cd your-project && oc initREADME 未说明
给 AI 编码助手加持久记忆的本地知识库,复用你已有的 Codex/Claude/OpenCode CLI
给 AI 编程助手用的个人上下文库,复用 Codex、Claude、OpenCode 等现有 CLI,把项目知识捕获、检索并在不同 agent 和仓库间复用。
核心能力
- 用 oc CLI 管理全局 contexts 库,支持文件夹、文档、manifest 与搜索
- 通过 MCP Server 让 Cursor/Claude Code/Codex 直接调用知识库工具
- oc init 生成用户级 Skills 与斜杠命令,一条命令加载、搜索、创建、迭代上下文
- 提供桌面 App 与本地 Web UI 浏览编辑上下文
- 复用已有编码 agent CLI,无需额外 agent 订阅
容易踩的坑
- desktop-v0.2.7OpenContext Desktop v0.2.7最新正式版2026-01-30 · 2026-01-30 14:49 UTC
What's Changed
Other Changes
- fix(indexer): skip missing files during build_all indexing by @wormuz in https://github.com/0xranx/OpenContext/pull/20
- feat: add CLI smoke test workflow and improve error handling in nativ… by @0xranx in https://github.com/0xranx/OpenContext/pull/21
- chore: update @aicontextlab/core-native to version 0.2.1 in package.j… by @0xranx in https://github.com/0xranx/OpenContext/pull/22
- fix(embedding): reduce MAX_CHARS to prevent context length errors by @wormuz in https://github.com/0xranx/OpenContext/pull/23
- fix: fix some code block bugs by @0xranx in https://github.com/0xranx/OpenContext/pull/28
Full Changelog: https://github.com/0xranx/OpenContext/compare/desktop-v0.2.6...desktop-v0.2.7
- desktop-v0.2.6OpenContext Desktop v0.2.62026-01-25 · 2026-01-25 15:24 UTC
查看更新说明
What's Changed
OpenContext now lets you reuse the coding agent CLI you already use (Codex/Claude/OpenCode) and wraps it with a ready‑to‑use GUI + built‑in Skills/tools.
No new agent subscriptions—just plug in your existing CLI and get a full agent experience: multi‑session chat, model selection, tool outputs, and permission prompts.
Why it matters
Bring your own agent — no extra agent fees Agent‑ready GUI — faster, clearer workflows Built‑in Skills/tools — load/search/create/iterate with one command
Related PR
- feat: add Linux x86_64 native bindings support by @wormuz in https://github.com/0xranx/OpenContext/pull/10
- feat: update README and command definitions for tool integrations by @0xranx in https://github.com/0xranx/OpenContext/pull/14
- feat: extend desktop build workflow to support Linux by @wormuz in https://github.com/0xranx/OpenContext/pull/15
- feat: support coding agent sidebar by @0xranx in https://github.com/0xranx/OpenContext/pull/19
Full Changelog: https://github.com/0xranx/OpenContext/compare/desktop-v0.2.5...desktop-v0.2.6
- desktop-v0.2.52026-01-17 · 2026-01-17 11:32 UTC
查看更新说明
What's Changed
Other Changes
- feat: enhance tray icon functionality and window management by @0xranx in https://github.com/0xranx/OpenContext/pull/12
- feat: add about icon and metadata to application menu by @0xranx in https://github.com/0xranx/OpenContext/pull/13
Full Changelog: https://github.com/0xranx/OpenContext/compare/desktop-v0.2.4...desktop-v0.2.5
- desktop-v0.2.42026-01-16 · 2026-01-16 14:40 UTC
查看更新说明
- Added dark mode configuration in Tailwind CSS.
- Enhanced localization for theme settings in English and Chinese.
- desktop-v0.2.32026-01-05 · 2026-01-05 07:57 UTC
这个版本没有写更新说明。
用户点评
登录用户的真实使用记录,可按版本和硬件筛选还没有人点评。第一个说出真实体验的人最有价值。
The Problem
When you use an AI assistant to build things, context gets lost (across days, repos, chats). You end up re-explaining background, repeating decisions, and sometimes the assistant continues with the wrong assumptions. Most tools stop at storage and don't plug into the coding agent you already use.
The Solution
OpenContext is a lightweight personal context / knowledge store for AI assistants (Agents) and coding tools like Cursor / Claude Code / Codex. It reuses your existing coding agent CLI (Codex/Claude/OpenCode) while adding a GUI plus built-in Skills/tools, so your agent can "load history first, then act; ship, then persist".
Skills-first support: oc init generates user-level skills (Cursor/Claude Code/Codex) plus slash commands (Cursor/Claude Code), so agents can load, search, create, and iterate your context with one command.
| Before OpenContext | After OpenContext |
|---|---|
| 📂 Hard to share context across repos/sessions | ✅ Global context library works across all projects |
| 🤷 Your ideas can't be quickly perceived by Agent | ✅ Agent loads your background & decisions automatically |
| 🔒 Existing knowledge can't be operated by Coding Agent | ✅ Agent can directly read/write your knowledge base |
What's Included
ocCLI — manage a globalcontexts/library (folders/docs, manifests, search)- MCP Server — so Cursor/Claude Code/Codex/Agents can call OpenContext as tools
- Skills + Slash Commands — user-level skills for Cursor/Claude Code/Codex and slash commands for Cursor/Claude Code (generated by
oc init) - Agent-ready Knowledge Layer — reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built-in skills/tools and GUI
- Desktop App — manage/search/edit contexts with a native UI
- Web UI — browse/edit contexts locally (no install required)
Why OpenContext for Builders
OpenContext's knowledge management Agent can be the coding agent you already use (Codex/Claude/OpenCode). You don't pay for a separate agent — you bring your own CLI and get a ready-to-use experience: a GUI for context management plus built-in Skills and tools that let the agent read, search, create, and iterate on your knowledge.
Quick Start
Install CLI
npm install -g @aicontextlab/cli
Choose Your Path
| Path | Best For | Get Started |
|---|---|---|
| 🖥️ Desktop App | Visual users who want a native UI | Download from Releases |
| ⌨️ CLI + Tools | Developers using Cursor/Claude Code/Codex/AI agents | npm install -g @aicontextlab/cli && oc init |
| 🔧 CLI Only | Power users, automation | npm install -g @aicontextlab/cli |
OpenContext works with the coding agent CLI you already have — it adds a GUI plus built-in Skills/tools instead of replacing your agent.
30-Second Setup (CLI + Cursor/Claude Code/Codex)
# 1. Install
npm install -g @aicontextlab/cli
# 2. Initialize (prompts for tool setup; defaults to all)
cd your-project
oc init
# 3. Use slash commands (Cursor + Claude Code)
# /opencontext-context — load background before working
# /opencontext-search — find relevant docs
# /opencontext-create — create a new doc
# /opencontext-iterate — persist what you learned
# Tip: non-interactive installs can use --tools cursor,claude,codex or --no-claude/--no-cursor/--no-codex
#
# Installed by oc init:
# - Cursor: ~/.cursor/commands
# - Claude Code: ~/.claude/commands (or $CLAUDE_CONFIG_DIR/commands)
# Skills (wrapped from slash commands):
# - Cursor: ~/.cursor/skills/opencontext-*/SKILL.md
# - Claude Code: ~/.claude/skills/opencontext-*/SKILL.md (or $CLAUDE_CONFIG_DIR/skills)
# - Codex: ~/.codex/skills/opencontext-*/SKILL.md (or $CODEX_HOME/skills)
#
# 4. MCP config is user-level (Cursor/Claude Code/Codex)
# - Cursor: ~/.cursor/mcp.json
# - Claude Code: ~/.claude/mcp.json (or $CLAUDE_CONFIG_DIR/mcp.json)
# - Codex: ~/.codex/mcp.json (or $CODEX_HOME/mcp.json)
📖 For detailed usage guide, search configuration, and FAQ, visit the Website.
FAQ (Frequently Asked Questions)
What is OpenContext?
OpenContext is a lightweight personal context / knowledge store for AI assistants and coding tools like Cursor / Claude Code / Codex. It gives your AI agent a persistent memory so you can stop repeating yourself and start building smarter.
How does OpenContext work with my existing coding agent?
OpenContext reuses your existing coding agent CLI (Codex/Claude/OpenCode) while adding a GUI plus built-in Skills/tools. You don't pay for a separate agent subscription — you bring your own CLI and get a ready-to-use experience.
What are the core components?
| Component | Function |
|---|---|
oc CLI | Manage global contexts/ library (folders/docs, manifests, search) |
| MCP Server | Cursor/Claude Code/Codex/Agents call OpenContext as tools |
| Skills + Slash Commands | User-level skills for Cursor/Claude Code/Codex + slash commands for Cursor/Claude Code |
| Desktop App | Manage/search/edit contexts with a native UI |
| Web UI | Browse/edit contexts locally (no install required) |
What coding agents are supported?
| Agent | Config Location |
|---|---|
| Cursor | ~/.cursor/mcp.json |
| Claude Code | ~/.claude/mcp.json |
| Codex | ~/.codex/mcp.json |
| OpenCode | ~/.config/opencode/ |
What are the key benefits?
| Before OpenContext | After OpenContext |
|---|---|
| 📂 Hard to share context across repos/sessions | ✅ Global context library works across all projects |
| 🤷 Your ideas can't be quickly perceived by Agent | ✅ Agent loads your background & decisions automatically |
| 🔒 Existing knowledge can't be operated by Coding Agent | ✅ Agent can directly read/write your knowledge base |
Is OpenContext free and open source?
Yes! OpenContext is free and open source. Check the repository for license details.
How do I get started?
npm install -g @aicontextlab/cli
oc init
This generates user-level skills and slash commands for your coding agent.
Where can I get help?
- 📖 Usage Guide
- 🌐 Website
- 💬 GitHub Issues
CLI Commands (Quick Reference)
Run oc <cmd> --help for details.
| Command | What it does |
|---|---|
oc init | Initialize OpenContext + user-level tool integrations |
oc folder ls | List folders |
oc folder create <path> -d "desc" | Create a folder |
oc doc create <folder> <name>.md -d "desc" | Create a document |
oc doc ls <folder> | List documents |
oc context manifest <folder> | Generate file list for AI to read |
oc search "query" | Search documents |
oc mcp | Start MCP server for MCP clients |
oc ui | Start local Web UI |
📖 Full command reference available on the Website.
Development
# Clone & install
git clone https://github.com/0xranx/OpenContext.git
cd OpenContext && npm install
# Desktop app
npm run tauri:dev # development
npm run tauri:build # production build
# Web UI
npm run ui:dev # development
npm run ui:build # production build
License
MIT © OpenContext