Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"claude-code-organizer": {
"command": "npx",
"args": [
"-y",
"@mcpware/claude-code-organizer"
]
}
}
}Run this in your terminal
claude mcp add claude-code-organizer -- npx -y @mcpware/claude-code-organizerPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"claude-code-organizer": {
"command": "npx",
"args": [
"-y",
"@mcpware/claude-code-organizer"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"claude-code-organizer": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@mcpware/claude-code-organizer"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account mcpware, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.10.2) reached the registry 7 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, dotnet-mcp
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
MCP server for .NET symbols, XAML, source generators, and restricted workspace edit
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.
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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.
Only the beginning is shown; read the rest in the repo