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MCP server · Developer Tools

Opencontext

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.

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Scored 13 days ago · breakdown

About Opencontext

Opencontext is an MCP server published by 0xranx in the Developer Tools category: 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.

The repository has 1.3K stars and 84 forks, with the last commit a month ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/0xranx/OpenContext

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 10 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • ✓Tests presentA test suite exists in the repository.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • !No dynamic code executionSource scan found eval or shell execution. Review how tool inputs reach it before granting credentials.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

desktop-v0.2.7OpenContext Desktop v0.2.7 · 30 Jan 2026What'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…
desktop-v0.2.6OpenContext Desktop v0.2.6 · 25 Jan 2026What'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…
desktop-v0.2.5desktop-v0.2.5 · 17 Jan 2026What'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…
desktop-v0.2.4desktop-v0.2.4 · 16 Jan 2026Added dark mode configuration in Tailwind CSS. Enhanced localization for theme settings in English and Chinese.
desktop-v0.2.3desktop-v0.2.3 · 5 Jan 2026

README


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

  • oc CLI — manage a global contexts/ 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?

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

README fetched from the repository 10 days ago. The original is authoritative.

Questions

About Opencontext

How do I install Opencontext?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Opencontext safe to use with an AI agent?

Its trust score is 77 out of 100 (good). It passes 4 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Opencontext still maintained?

Yes — the last commit was a month ago. The repository has 1.3K stars and 84 forks and 8 open issues.