Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"claude-code-organizer": {
"command": "npx",
"args": [
"-y",
"@mcpware/claude-code-organizer"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add claude-code-organizer -- npx -y @mcpware/claude-code-organizer프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"claude-code-organizer": {
"command": "npx",
"args": [
"-y",
"@mcpware/claude-code-organizer"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"claude-code-organizer": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@mcpware/claude-code-organizer"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 mcpware 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.10.2)은 7개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, SSTracker free youth training
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Free youth sports drills, practice plans and age-group answers for parents and coaches.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요