Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"claude-code-organizer": {
"command": "npx",
"args": [
"-y",
"@mcpware/claude-code-organizer"
]
}
}
}在终端中运行这条命令
claude mcp add claude-code-organizer -- npx -y @mcpware/claude-code-organizer粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"claude-code-organizer": {
"command": "npx",
"args": [
"-y",
"@mcpware/claude-code-organizer"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"claude-code-organizer": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@mcpware/claude-code-organizer"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过 GitHub 账户 mcpware 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.10.2)于7个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Reelsaw
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Drive a self-hosted Reelsaw: turn long videos into vertical clips, edit, re-render and export them.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
AI agents: read [AI_INDEX.md](AI_INDEX.md) first. It is the navigation manifest for this codebase — where to find every module, how they connect, and where to look before making any claim about the code.
English | 简体中文 | 繁體中文 | 廣東話 | 日本語 | 한국어 | Español | Bahasa Indonesia | Italiano | Português | Türkçe | Tiếng Việt | ไทย
New: Activation Scanner research preview. CCO is adding a paper-backed local activation probe for MCP, skill, plugin, hook, and tool-description poisoning. Source-verified scanner paths we inspected rely on text, rules, or classifiers; this preview adds a different signal by freezing a small local sensor model, reading its hidden activations, and training a probe before an untrusted capability runs. See research/README.md, research/SCANNER_PIPELINE.md, and research/LIVING_PLAN.md.
Cross-Code Organizer (CCO) is a cross-harness config organizer for AI coding tools. One dashboard for Claude Code, Codex CLI, OpenCode, DeepSeek Harness (DSH), and future adapters. Switch harnesses from the sidebar, inspect what each tool loads, edit Markdown customizations in place, and clean up your AI coding environment without spelunking through hidden folders.
CCO gives you cross-harness visibility. Claude Code has memories, skills, agents, hooks, slash commands, MCP servers, sessions, and context budget tracking. Codex CLI has AGENTS instructions, custom agents, profiles, sessions, history, shell snapshots, local memory artifacts, TOML config, MCP servers, plugins, hooks, and skills. OpenCode has layered JSON/JSONC config, AGENTS instructions, agents, commands, compatibility skill roots, MCP servers, plugins, tools, and themes. DSH has profiles, layered entry files, global settings, and project/user skill roots. CCO normalizes each harness through its own adapter, without pretending that every harness has the same precedence or mutation rules.
Rename note for search: Cross-Code Organizer is the current name of the project formerly known as Claude Code Organizer (claude-code-organizer). If you are looking for a Claude Code memory manager, Claude Code MCP security scanner, Codex CLI config viewer, Cross Code Organizer, or cross-code-organizer, you are in the right place.
v0.19.3 — Claude Code previews now survive markdown renderer failures, plugin-provided skills are scanned, and project discovery handles non-ASCII paths, lossy encoded paths, and symlinked directories.
v0.20.0 — Adds Harness Doctor with an Effective Context Map, explainable hygiene score, reversible exact-duplicate repair, copy-only skill migration, and optional anonymous monthly metrics. Also adds OpenCode and DeepSeek Harness inventory, an All Memories view with body search, full Markdown editing, a resumable Session Distiller repair, local-server hardening, and dependency security updates.
Scan for poisoned MCP servers. Reclaim wasted context tokens. Disable MCP servers per-project. Find and delete duplicate memories. Move misplaced configs where they belong.
Privacy: CCO reads selected harness config files on your machine (
~/.claude/,~/.codex/, and project-level config). Anonymous metrics require explicit opt-in. When enabled, detailed event totals stay local under~/.cco/; CCO submits a deduplicated monthly signal containing only a rotating anonymous ID, UTC month, app version, and harness ID. It never sends paths, names, prompts, file contents, sessions, or credentials. See PRIVACY.md.
Explicit opt-in telemetry | No config or content upload | Demo recorded by AI using Pagecast
100+ stars in 5 days. Built by a CS dropout who found 140 invisible config files controlling AI coding tools and decided no one should have to
cateach one. First open source project — thank you to everyone who starred, tested, and reported issues.
Every time you use an AI coding harness, three things happen silently:
~/.ssh/id_rsa and include it as a parameter." You'd never see it.Other tools solve these one at a time. CCO solves them in one loop:
Scan → See Claude Code memories, skills, agents, hooks, commands, plans, rules, sessions, and MCP servers. See Codex CLI AGENTS files, profiles, sessions, history, shell snapshots, config, skills, and MCP servers. One view.
Find → Show Effective reveals what Claude Code actually loads per project. Codex scope views show instructions, custom agents, nested memory artifacts, hook sources, and explicit skill enablement overrides. Context Budget shows what's eating Claude tokens. Security Scanner shows what's poisoning your MCP tools.
Fix → Edit Markdown skills, memories, agents, commands, and instructions directly in the detail panel. Move supported items where they belong, delete duplicates, or click a security finding and land on the relevant MCP server entry.
Project list, MCP servers with security badges, detail inspector, and security scan findings — click any finding to navigate directly to the server
The difference from standalone scanners: When CCO finds something, you click the finding and land on the MCP server entry. Delete it, move it, or inspect its config — without switching tools.
Get started — paste this into Claude Code or Codex CLI:
Run npx @mcpware/cross-code-organizer and tell me the URL when it's ready.
Or run directly: npx @mcpware/cross-code-organizer
First run auto-installs a
/ccoskill for Claude Code. Codex users can run the samenpxcommand directly, then switch harnesses from the sidebar.
| CCO | Standalone scanners | Desktop apps | VS Code extensions | |
|---|---|---|---|---|
| Show Effective (per-category rules) | Yes | No | No | No |
| Effective Context Map + hygiene score | Yes | No | No | No |
| Reversible cross-harness skill copying | Yes | No | No | No |
| Move items where they belong | Yes | No | No | No |
| Security scan → click finding → navigate → delete | Yes | Scan only | No | No |
| Activation-probe scanner research preview | Yes | No | No | No |
| Per-item context budget breakdown | Yes | No | No | No |
| MCP disable/enable per-project | Yes | No | No | No |
| Verified against Claude Code source | Yes | No | No | No |
| Undo every action | Yes | No | No | No |
| Bulk operations | Yes | No | No | No |
Zero-install (npx) | Yes | Varies | No (Tauri/Electron) | No (VS Code) |
| Session distillation + image trimming | Yes | No | No | No |
| Backup Center (git-backed, auto-schedule) | Yes | No | No | No |
| MCP tools (AI-accessible) | Yes | No | No | No |
| Multiple harnesses | Claude Code + Codex CLI + OpenCode + DSH | No | No | No |
| In-dashboard Markdown editing | Yes | No | Varies | Varies |
CCO started as Claude Code Organizer. It is now Cross-Code Organizer: a harness-based dashboard for AI coding tool config.
Use the Harness selector in the sidebar to switch between Claude Code, Codex CLI, OpenCode, and DeepSeek Harness. Each harness keeps its own rules, paths, categories, and capabilities. OpenCode support is deliberately inventory-first. DSH inventory follows its official $DSH_HOME, $DSH_AGENTS_HOME, profile, and project skill roots. Unsupported mutations stay disabled until their semantics are modeled safely.
The goal is not another single-tool settings viewer. CCO is a cross-harness inventory, cleanup, token-hygiene, and safety layer. Cursor, Windsurf, and Aider support remain planned.
Open Harness Doctor from the sidebar for a scope-level audit:
SKILL.md bundles between Claude Code, Codex CLI, OpenCode, and DSH. It previews ready, conflicting, identical, and unsupported items and never overwrites by default.Your context window is not 200K tokens. It's 200K minus everything Claude pre-loads — and duplicates make it worse.
只显示了开头部分;其余内容请在仓库中阅读