Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Run Codex and Claude Code on your computer from an MCP client, and track or continue their runs.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"agentgo": {
"command": "npx",
"args": [
"-y",
"agentgo-mcp",
"stdio"
]
}
}
}ターミナルでこれを実行します
claude mcp add agentgo -- npx -y agentgo-mcp stdioプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"agentgo": {
"command": "npx",
"args": [
"-y",
"agentgo-mcp",
"stdio"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"agentgo": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"agentgo-mcp",
"stdio"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント Nishkalkashyap で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.3.1)がレジストリに届いたのは31 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, OpenTakeoff
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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.
Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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
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