Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Run Codex and Claude Code on your computer from an MCP client, and track or continue their runs.
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": {
"agentgo": {
"command": "npx",
"args": [
"-y",
"agentgo-mcp",
"stdio"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add agentgo -- npx -y agentgo-mcp stdio프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"agentgo": {
"command": "npx",
"args": [
"-y",
"agentgo-mcp",
"stdio"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"agentgo": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"agentgo-mcp",
"stdio"
]
}
}
}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 Nishkalkashyap 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(0.3.1)은 31일 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, 御府和田玉 在售作品查询
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.
Live in-stock Hetian jade from Yufu, Shanghai: prices, monthly price guide, book a viewing.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
AgentGo lets an AI assistant run Codex and Claude Code on your computer. It's an MCP server: once your MCP client is connected to it, the assistant can look around the projects you've allowed, hand a coding task to Codex or Claude Code, check on it while it works, and read the result.
AgentGo runs on the computer where your code and your logged-in codex and claude CLIs live, and puts itself behind a Cloudflare tunnel, so the assistant can reach it from anywhere: a cloud agent, your phone, or another laptop.
Read this first. The agents run as you, with your files, your logins and your git credentials, and they approve their own actions. Anyone who has the AgentGo password can make them do anything they'd do for you. Only give the password to clients you'd trust at your keyboard, and only add projects you'd let an agent loose on.
I got sick of Codex's remote connection and remote device setup. I never got it working reliably, and when it did work it was too slow. AgentGo is my answer to that.
codex, claude, or both, installed and logged in. AgentGo uses your existing logins and never asks for API keys. It's tested with Codex 0.160.1 and Claude Code 2.1.291.rg) on your PATH, for the file search tools. On macOS: brew install ripgrep.cloudflared for the tunnel. If you don't have it, AgentGo can download it for you (see below).Authorization header.Install the CLI and check that everything it needs is there:
npm install -g agentgo-mcp
agentgo doctor
This installs two commands, agentgo and agentgo-mcp. They're the same thing; this README uses agentgo.
doctor shows whether codex, claude, rg and cloudflared are installed and whether you're logged in to each agent.
Next, tell AgentGo where your projects are. Point it at the folder they live in, and every folder inside it becomes a *workspace* that agents can work in:
agentgo workspace add-folder ~/code
Each workspace is named after its folder, so ~/code/my-app becomes my-app (spaces and other odd characters turn into dashes). Projects you create later show up on their own, and hidden folders are skipped. To add a single project that lives somewhere else, give it a name yourself:
agentgo workspace add notes ~/Documents/notes
agentgo workspace list shows what agents can see, and agentgo workspace remove takes something away. Changes apply straight away, even while the server is running.
Then start the server:
agentgo start
This starts AgentGo in the background along with a Cloudflare tunnel, then prints an MCP URL and the header to send with it:
MCP URL: https://<random-words>.trycloudflare.com/mcp
Header name: Authorization Header value: Bearer
Add both to your MCP client. Include the word Bearer and the space after it.
The password is created the first time you run start and reused after that. Running start again while the server is up just prints it again. To replace it, run agentgo token rotate; the old one stops working straight away.
If cloudflared isn't installed, start stops and tells you. Install it yourself (brew install cloudflared on macOS), or run agentgo start --yes to let AgentGo download the official release from GitHub and check it against its published checksum. Pass --cloudflared if yours is somewhere unusual.
agentgo status
agentgo stop agentgo restart
You don't need to restart after changing workspaces, models or settings; the server picks up changes on the next request. Stopping the server interrupts any runs in progress. Edits they already made stay, but nothing is undone or resumed automatically.
If the server won't start, its log is at ~/.agentgo/daemon.log.
Add --json to any command if you're calling it from a script. The password is in the token field.
By default you get a Cloudflare Quick Tunnel. It needs no Cloudflare account, but its URL changes every time the tunnel starts or reconnects. If you have a domain on Cloudflare, you can use a fixed address instead:
agentgo stop
agentgo start --custom-domain-with-cf agents.example.com
If cloudflared isn't logged in to your Cloudflare account yet, this opens a browser so you can log in. AgentGo then creates a tunnel in your account (or reuses the one it made before) and adds a DNS record for the hostname. It won't overwrite a DNS record that already exists.
If you'd rather manage the tunnel in the Cloudflare dashboard, point its public hostname at http://127.0.0.1:8765, save the tunnel token to a file, and run:
agentgo start --tunnel-token-file ~/tunnel-token --hostname agents.example.com --port 8765
start remembers how it was last started, so later start and restart calls reuse the same tunnel. Pass --quick to go back to a Quick Tunnel, or --local to listen on 127.0.0.1 with no tunnel at all.
If the tunnel drops, AgentGo reconnects it in the background. Runs in progress aren't affected.
If your MCP client runs on the same computer, it can launch AgentGo directly instead:
{
"mcpServers": { "agentgo": { "command": "agentgo", "args": ["stdio"] } } }
There's no tunnel or password in this mode. Runs only last as long as the client keeps AgentGo open: when the client disconnects, runs in progress are interrupted.
The stdio server and the background server can't use the same state directory at the same time. Either stop the background server first, or give the stdio one its own directory with "args": ["stdio", "--state-dir", "/path"] and add workspaces to it with the same --state-dir.
AgentGo gives the assistant 13 tools.
Finding its way around. These read files directly. They don't start an agent.
| Tool | What it does |
|---|---|
listWorkspaces | Lists the projects you've added |
listDirectory | Lists the files and folders in a directory |
readFile | Reads lines from a text file |
globFiles | Finds files by name pattern, such as src/**/*.ts |
grepFiles | Searches file contents with ripgrep |
Running agents.
| Tool | What it does |
|---|---|
getAgentCapabilities | Shows which agents are installed and their versions |
getSupportedModels | Lists the models, effort levels and service tiers each agent accepts |
startAgentRun | Gives Codex or Claude Code a task in a workspace |
getAgentRunStatus | Checks whether a run is queued, running or finished |
getAgentRunOutput | Reads what the agent said and did, and its final answer |
listAgentRuns | Lists past and current runs |
cancelAgentRun | Stops a run |
continueAgentSession | Sends a follow-up to a finished run, in the same conversation |
A run started by the assistant looks like this:
{
"provider": "codex", "model": "gpt-6.1-sol", "effort": "high", "serviceTier": "priority", "workspaceId": "my-app", "prompt": "Fix the failing tests and explain what was wrong.", "idempotencyKey": "fix-tests-1" }
It returns straight away with a taskId and a sessionId. The assistant then polls getAgentRunStatus and reads the result with getAgentRunOutput. To follow up, it calls continueAgentSession with the sessionId and a new prompt.
A few things worth knowing:
workspace-write sandbox and its automatic reviewer (auto_review). Claude Code runs in auto mode with permission prompts turned off. Their reviewers can still refuse an action. Nobody is there to answer questions mid-run, so if Codex asks for input, the run fails with INPUT_REQUIRED. There's no option to bypass permissions entirely.readFile, grepFiles and the rest stay inside the workspace, don't follow symlinks, and refuse secrets such as .env, .ssh, .aws, .git, .npmrc and private keys. Agents are only held back by their own sandbox and reviewer, so they can read and run whatever those allow.globFiles and grepFiles search one workspace at a time, up to 100,000 files. They follow .gitignore, skip hidden files, and skip folders such as node_modules, vendor, dist, build, target, .venv and __pycache__ wherever they appear. listDirectory and readFile can still open those.getSupportedModels first. Codex reports its own list. For Claude, AgentGo starts with the sonnet and opus aliases at low, medium and high effort; add others with agentgo model add claude-sonnet-5-5 --efforts low,medium,high,xhigh,max. An unknown model, effort or tier is an error, never silently swapped. Leave out serviceTier for Claude.idempotencyKey. If the assistant retries with the same key and arguments, it gets the original run back. Reusing a key with different arguments is an error.limits.wallTimeSeconds, up to an hour by default.Everything lives in ~/.agentgo: your workspaces and settings, the password, tunnel settings, run history, the server log, and cloudflared if AgentGo downloaded it. Use --state-dir or the AGENTGO_HOME environment variable to put it somewhere else. Workspaces can't be inside it, or contain it.
Run history is kept for 30 days. After that, prompts and output are deleted, but a small record of each run stays so a very late retry still can't start it again. Codex and Claude Code keep their own conversation history separately, and AgentGo doesn't touch it.
If the server stops unexpectedly, runs that were in progress are marked interrupted when it next starts. They're never re-run automatically; check the workspace for half-finished changes and continue the session yourself if you want.
Agents don't inherit your whole environment. They get PATH, HOME, locale, proxy settings, and the variables Codex and Claude Code use to log in (OPENAI_*, ANTHROPIC_*, and the AWS, Google and Azure ones). The AgentGo password is never passed to them.
agentgo config show prints the current settings. You can change these in ~/.agentgo/config.json:
| Setting | Default | What it controls |
|---|---|---|
maxConcurrentRuns | 5 | Runs that can go at once (up to 8) |
maxQueuedRuns | 100 | Runs that can wait in the queue |
maxRunSeconds | 3600 | The longest time limit a run can ask for |
maxRunOutputBytes | 10 MiB | Output a run can produce before it's stopped |
retentionDays | 30 | How long prompts and output are kept |
| searchExclude | node_modules, dist, … | Folder
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요