Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Operate Codex projects and tasks from a Chief of Staff with scoped access and durable receipts.
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.
COS_BRIDGE_CONFIG필요한 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": {
"cos-codex-bridge": {
"command": "npx",
"args": [
"-y",
"cos-codex-bridge",
"mcp"
],
"env": {
"COS_BRIDGE_CONFIG": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add cos-codex-bridge --env COS_BRIDGE_CONFIG=your-value -- npx -y cos-codex-bridge mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"cos-codex-bridge": {
"command": "npx",
"args": [
"-y",
"cos-codex-bridge",
"mcp"
],
"env": {
"COS_BRIDGE_CONFIG": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"cos-codex-bridge": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"cos-codex-bridge",
"mcp"
],
"env": {
"COS_BRIDGE_CONFIG": "your-value"
}
}
}
}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 7일 점검
레지스트리 이름이 GitHub 계정 AV-Labs-Co 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.
입력해야 할 값: COS_BRIDGE_CONFIG
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(0.1.4)은 지난달 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, SwarmMemo
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.
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Your Chief of Staff. Now in charge of Codex, too.
A local MCP server that lets a Chief of Staff client find Codex tasks, create project work, deliver whole prompts, follow progress and continue the same conversation. An optional Claude Code CLI route in the same MCP does this with local project folders and saved CLI sessions. Free MIT core. No bridge subscription or checkout. Your existing Codex or Claude Code access is required for real execution.
Choose your release: 0.1.4 on npm is the stable Codex-only route (@latest). 0.2.0-beta.1 adds Claude Code CLI support (@beta) in the same MCP. Install locally, connect your client, then use the bridge_* tools. No daemon or Desktop-owner adapter installation is required. The Codex core workflow and the Grok Bot → Claude Code CLI handoff have passed owner field testing on macOS. Desktop-owned paused-queue recovery remains a known Codex limitation. Sidebar rendering on newer Codex Desktop versions is not certified; check the compatibility table before relying on it. A queued receipt is never proof that work started.
The bridge is indexed in the official MCP Registry and Glama. These are discovery listings; the bridge still installs and runs locally.
Example: “Create a project for this idea, send my research to Codex, monitor the build, and follow up in the same task with the review findings.”
The same MCP can now start and continue Claude Code CLI work. Pass provider:"claude-code" to bridge_projects, bridge_sessions and bridge_submit; the existing Codex route remains the default. A local folder is the Claude Code project context. The bridge creates a saved CLI session there, returns a durable receipt, reads its result and follows up in the same session. This was locally tested with Claude Code 2.1.269, including a real file edit in a disposable folder.
In an owner field test, the Grok Bot Chief of Staff used the installed MCP to create an allowlisted folder, send a prompt to Claude Code, read its completion, and follow up in the same saved session. Both bridge receipts and Claude Code's native session history were checked. This proves the local CLI handoff, not Claude Desktop or account Project control.
Claude account Projects, ordinary chats, Cowork/Dispatch and Desktop-owned sessions are separate surfaces. This route does not create or control them, and a CLI session does not automatically appear in Claude Desktop's sidebar. Claude setup, exact workflow and limits.
The animation illustrates the local handoff. It uses no private Desktop data or project screenshots.
New here? [Start with the no-account quickstart](docs/QUICKSTART.md). It uses the stable npm package, needs no Git clone, and shows what a completed receipt looks like. Report your install result, including which local MCP client you use.
This exercises the MCP workflow locally without a Codex account, model call or project changes:
This clone uses GitHub main, currently the Claude Code CLI preview (0.2.0-beta.1). To demo the stable Codex-only source instead, run git checkout v0.1.4 after cd cos-codex-bridge and before npm ci.
git clone https://github.com/AV-Labs-Co/cos-codex-bridge.git
cd cos-codex-bridge npm ci npm run demo
The demo prints a completed receipt, payload hash and task metadata so you can see the bridge contract before granting access to a real project.
Open the repository and installation instructions. An assistant with local terminal access can install it for you. A browser-only or cloud-only chat cannot install software on your computer.
Copy this installation request to your Chief of Staff:
Install CoS Codex Bridge from https://github.com/AV-Labs-Co/cos-codex-bridge. Read the README and SECURITY.md first. Use only a project folder I approve, keep read-only defaults, and preserve existing client configuration. Follow the installer instructions, run doctor, and connect the generated stdio MCP entry to my local client. Tell me what passed and what still needs setup. Wait for my first task before submitting any work. Do not publish or deploy anything.
You can also download the source archive from Releases, extract it and follow the steps below. Git cloning makes later updates easier. A public npm package is available, but no hosted endpoint is required.
Requires Node.js 22+, npm, a locally authenticated Codex CLI for Codex work and/or Claude Code CLI for Claude work, and a local client supporting stdio MCP. Codex Desktop registration additionally requires Codex Desktop on macOS.
The Git clone below installs the current main branch, which is the Claude Code CLI preview (0.2.0-beta.1). For the stable Codex-only source, run git checkout v0.1.4 immediately after cd cos-codex-bridge, before npm ci. The pinned npm @0.1.4 command below is the stable package route.
git clone https://github.com/AV-Labs-Co/cos-codex-bridge.git
cd cos-codex-bridge npm ci npm test node scripts/install.mjs --root /absolute/path/to/your/projects
The installer writes a private config, launcher and MCP snippet under ~/.local/share/cos-codex-bridge. Keep the checkout in place. Default execution is read-only; use --write only for approved project edits. Choose specific project roots, never your entire home directory. Add --codex /absolute/path/to/codex or --claude /absolute/path/to/claude if either CLI is not on the MCP client's PATH. See installer and upgrade steps.
If you prefer npm to Git, install a pinned release into a dedicated folder, then run its same local installer. Use @0.1.4 for stable Codex only or @0.2.0-beta.1 for Codex plus the Claude Code CLI preview:
mkdir -p "$HOME/.local/share/cos-codex-bridge-package"
npm install --prefix "$HOME/.local/share/cos-codex-bridge-package" cos-codex-bridge@0.1.4 node "$HOME/.local/share/cos-codex-bridge-package/node_modules/cos-codex-bridge/scripts/install.mjs" --root "/absolute/path/to/your/projects"
Keep that package folder: the generated launcher points to it. The npm path was checked with clean stable and beta installs, isolated demo configs and doctor. The installer does not edit any MCP client settings for you.
~/.local/share/cos-codex-bridge/cos-codex-bridge doctor
Check codexAvailable, claudeCodeAvailable, claudeCodeAuthenticated, mode, sandbox and roots. The Claude sign-in check is made from the MCP host's process and may differ from a sandboxed terminal; doctor does not verify Desktop sidebar rendering. For a model-free demo, install into a separate prefix with --demo.
Paste the generated mcp-client.json into your client's MCP configuration. Equivalent shape:
{"mcpServers":{"cos-codex-bridge":{"command":"/absolute/path/to/node","args":["/absolute/path/to/cos-codex-bridge/dist/cli.js","--config","/absolute/path/to/config.json","mcp"]}}}
Tell your Chief of Staff: “Find my app project, send this entire implementation brief to Codex, monitor it, then continue that same task with the review findings.”
bridge_projects and bridge_sessions.bridge_submit with project, the whole prompt, and a stable requestId. Include threadId for follow-ups.bridge_receipt. Verify hashes, task ID and eventual completion. Handle clarification with bridge_answer.bridge_session_manage to rename, assign or pin the task. Stored metadata and visible Desktop rendering are separate proofs.A successful model completion does not independently prove that generated code works. Review and test the result.
| Tool | Purpose |
|---|---|
bridge_projects | List aliases, create a folder, register/open or inspect a Desktop project |
bridge_sessions | Find and read existing allowed tasks, including externally created tasks |
bridge_submit | Start or follow up; stable request IDs and complete UTF-8 payloads |
bridge_receipt | Durable progress, hashes, bounded output and explicit uncertainty |
bridge_steer | Retry recovery of an existing bridge queue item, without resending it |
bridge_answer | Answer pending clarification; never approve permission expansion |
bridge_cancel | Request cancellation of bridge-owned direct work |
bridge_artifact | Read/write versioned text artifacts without overwrite |
bridge_session_manage | Rename, pin/unpin and assign to a registered project |
bridge_doctor | Report mode, Codex version, scope and honest capability limits |
Known limitation (uncommon): If a session already has an active writer and a steering prompt is sent, the prompt waits for a natural pause/stopping point. On a long autonomous run, the only human intervention needed is pressing Steer in that case.
See the v1 capability contract and verification matrix.
Direct submission defaults to SESSION_BUSY when another writer owns the task. To opt into the existing Desktop execution policy, use onBusy:"queue" and acceptDesktopPolicy:true. delivery:"desktop-queue" explicitly queues to an existing task. These paths use Codex's first-party queue API, the equivalent of codex queue, and preserve separate text inputs and stable client message IDs.
Receipts distinguish busy, queued, steered, delivered, completed, blocked and uncertain. `thread/queue/
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요