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)
Policy checks, approvals, records, and governed HTTP capabilities for unattended agents.
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。
DASHCLAW_URL, DASHCLAW_API_KEY, DASHCLAW_AGENT_ID「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
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": {
"dashclaw": {
"command": "npx",
"args": [
"-y",
"@dashclaw/mcp-server"
],
"env": {
"DASHCLAW_URL": "your-value",
"DASHCLAW_API_KEY": "your-value",
"DASHCLAW_AGENT_ID": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add dashclaw --env DASHCLAW_URL=your-value --env DASHCLAW_API_KEY=your-value --env DASHCLAW_AGENT_ID=your-value -- npx -y @dashclaw/mcp-server動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"dashclaw": {
"command": "npx",
"args": [
"-y",
"@dashclaw/mcp-server"
],
"env": {
"DASHCLAW_URL": "your-value",
"DASHCLAW_API_KEY": "your-value",
"DASHCLAW_AGENT_ID": "your-value"
}
}
}
}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": {
"dashclaw": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@dashclaw/mcp-server"
],
"env": {
"DASHCLAW_URL": "your-value",
"DASHCLAW_API_KEY": "your-value",
"DASHCLAW_AGENT_ID": "your-value"
}
}
}
}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。
DASHCLAW_AGENT_ID env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6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 ucsandman 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。
入力が必要なもの:DASHCLAW_URL, DASHCLAW_API_KEY
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(3.1.6)がレジストリに届いたのは2 か月前です。
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, Recta
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.
Cheaper cross-chain stablecoin routes for AI agents; 5 % of the verified saving, nothing if none.
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。
MCP server for DashClaw governance. Exposes 17 governance tools, 2 stdio-only support tools, and 3 read-only resources over Model Context Protocol: evaluate policy, record evidence, invoke registered capabilities, wait for approvals, and read the decision ledger. Works with Claude Code, Claude Desktop, Claude Managed Agents, and any MCP-compatible client.
The governance tools register only when DASHCLAW_URL and DASHCLAW_API_KEY are both set; without them the server registers nothing and warns on stderr if exactly one is present.
npx -y @dashclaw/mcp-server --url https://your-dashclaw.vercel.app --key oc_live_xxx --agent-id claude-code
Or add to your MCP config (.mcp.json for Claude Code, or claude mcp add):
{
"mcpServers": { "dashclaw": { "command": "npx", "args": ["-y", "@dashclaw/mcp-server"], "env": { "DASHCLAW_URL": "https://your-dashclaw.vercel.app", "DASHCLAW_API_KEY": "oc_live_xxx", "DASHCLAW_AGENT_ID": "claude-code" } } } }
Claude Desktop main chat: do not use stdio. Desktop runs local MCP servers
on its bundled Node, which crashes this server. Use the
OAuth custom connector instead — no
local process, works in chat and Cowork.
About `DASHCLAW_AGENT_ID`: this is the name that shows up on /fleet, /decisions, and every other governance surface. If you omit it, the server auto-derives an agent_id from the MCP protocol's clientInfo.name (e.g. claude-ai for Claude Desktop, cursor-vscode for Cursor) so calls don't silently commingle with other agents — but a human-friendly name like claude-desktop is what you actually want for dashboard readability. Explicit configuration always wins over auto-derivation.
If you're running DashClaw, the MCP endpoint is built in at /api/mcp:
agent = client.beta.agents.create(
name="Governed Agent", model="claude-sonnet-4-6", tools=[{"type": "agent_toolset_20260401"}], mcp_servers=[{ "type": "url", "url": "https://your-dashclaw.vercel.app/api/mcp", "headers": {"x-api-key": "oc_live_xxx"}, "name": "dashclaw" }], )
Use the OAuth custom connector (next section) — it is the verified path for Desktop chat, web, and Cowork, and needs no install. The old one-click .mcpb bundle is retired: it ran the stdio server on Desktop's bundled Node, which crash-loops. If you still have a dashclaw extension installed from it, uninstall it (Settings → Extensions) before adding the connector.
Self-hosted DashClaw is addable as a Claude custom connector with no API key in the UI — Claude's connector flow requires OAuth, not headers:
https:// /api/mcp./.well-known/oauth-protected-resource, registers via DCR, and opens your DashClaw login + a consent screen.Works on Free/Pro/Max/Team/Enterprise (Free is capped at one custom connector). The legacy x-api-key path (Managed Agents) is unchanged.
To also load the DashClaw skills (governance protocol + platform intelligence) in the Claude app: Customize → Plugins → "+" → Add marketplace → github: ucsandman/DashClaw, then install the dashclaw plugin.
Grouped by domain. See src/tools.ts for the canonical definitions.
Core governance (9) — the guard / record / invoke loop plus discovery and session lifecycle.
| Tool | Description |
|---|---|
dashclaw_guard | Evaluate policies before risky actions |
dashclaw_record | Log actions to audit trail |
dashclaw_invoke | Execute a registered capability through the server's guard, approval, execution-claim, effect, and outcome seam |
dashclaw_capabilities_list | Discover available APIs |
dashclaw_policies_list | See active governance policies |
dashclaw_wait_for_approval | Block until a human resolves an approval |
dashclaw_session_start | Register agent session |
dashclaw_session_end | Close agent session |
dashclaw_session_retro | Read the session's own defensibility retro (clean/review/flagged posture) |
Session linkage: after
dashclaw_session_start, the server auto-stamps that session's id onto everydashclaw_recordin the same connection (stdio). Passsession_idondashclaw_recordto override, or to attribute explicitly on the HTTP transport (POST /api/mcp), where each request is stateless.
dashclaw_guard, dashclaw_record, and dashclaw_wait_for_approval are cooperative tools. They return policy and audit state, but the MCP host or model still chooses whether to honor it. Use a host interception hook when you need a mechanical gate around ordinary MCP tools.
dashclaw_invoke is the bounded effect seam. DashClaw holds the registered capability configuration, evaluates the exact invocation against current policy, records it, enforces approval, and atomically claims one execution attempt before making the external call. Approval and plan grants are consumed at that claim, not by the earlier guard evaluation. If execution finishes but the outcome cannot be recorded, the tool reports unknown execution state and does not describe a retry as safe. Reconcile the external system first.
Retrospection (2) — record assumptions; recent governed-action ledger.
| Tool | Description |
|---|---|
dashclaw_assumption_record | Record an unverified assumption underpinning an action |
dashclaw_decisions_recent | Recent governed-action ledger |
Agent identity (1) — operator-approved pairing of an unidentified agent to a registered identity.
| Tool | Description |
|---|---|
dashclaw_pair | Enroll agent identity: keypair locally, public key to /api/pairings |
Team Tasks (3) — create a Team Task, append an inter-agent timeline event, update task status.
| Tool | Description |
|---|---|
dashclaw_task_create | Create a Team Task — one record per multi-agent /team run |
dashclaw_task_event | Append one event to a Team Task timeline (delegation, reply, status, approval_needed, result, error, done) |
dashclaw_task_update | Update a Team Task: status transitions and stored transport session ids |
Plans (2) — submit a preflight plan for one-card operator review and poll its review state. Preview and review responses are evidence; the live action is re-evaluated and any grant is consumed only by its execution claim.
| Tool | Description |
|---|---|
dashclaw_plan_submit | Submit an ordered step list for preflight review; approved steps become scoped, expiring grants consumed only by an execution claim |
dashclaw_plan_status | Check a submitted plan's overall and per-step verdict |
Registered by src/tools/index.ts on the local stdio server only, gated on the same DASHCLAW_URL + DASHCLAW_API_KEY credentials as the governance set:
| Tool | Description |
|---|---|
dashclaw_status | Check DashClaw gate configuration and reachability |
export_dashclaw_evidence | Export local audit entries carrying DashClaw guard/evidence metadata |
| URI | Description |
|---|---|
dashclaw://policies | Active policy set |
dashclaw://agent/{agent_id}/history | Recent action history (last 50) |
dashclaw://status | Instance health + operational metrics |
Set these in your MCP client's env block (preferred — scoped to the server process, invisible to your terminals) or your shell. The annotated template lives in .env.example.
| CLI Arg | Env Var | Default | Description |
|---|---|---|---|
--url | DASHCLAW_URL | http://localhost:3000 | DashClaw instance URL — with DASHCLAW_API_KEY, enables the governance tool set |
--key | DASHCLAW_API_KEY | (empty) | API key (oc_live_ prefix) |
--agent-id | DASHCLAW_AGENT_ID | (empty) | Default agent ID (auto-derived from MCP clientInfo.name when empty) |
DASHCLAW_MODE | authoritative | DashClaw gate mode (only authoritative is supported) | |
DASHCLAW_LOCAL_HOME | /.dashclaw-local | Where local state lives (see Storage below) | |
DASHCLAW_TIMEOUT_MS | 30000 | DashClaw API request timeout | |
DASHCLAW_LOCK_STALE_MS | 30000 | Stale file-lock threshold for local state files | |
DASHCLAW_AUDIT_MAX_ENTRIES | (unlimited) | Cap retained audit entries |
CLI args take precedence over environment variables.
Note: This server reads
DASHCLAW_URL(notDASHCLAW_BASE_URL); the hooks and CLI in the DashClaw repo readDASHCLAW_BASE_URL.
Local-first state under `.dashclaw-local/` in the working directory (override with DASHCLAW_LOCAL_HOME). Plain JSON — human-readable, diffable, zero native dependencies:
| File | Holds |
|---|---|
state.json | The local default workspace |
audit.log | Append-only JSONL audit trail read by the DashClaw evidence tools |
Secrets are never written here — tokens stay in the environment, read at call time.
Apache-2.0. This package incorporates code from an upstream Apache-2.0 project — see NOTICE for the attribution.
After bumping version in mcp-server/package.json, run from the repo root:
npm run release:mcp
One command does everything, and re-running is always safe (already-published steps are skipped):
server.json versions to package.json (commit the change if it edits the file).mcp-publisher — if the saved GitHub token expired, it re-runs the device-flow login (enter the printed code at github.com/login/device) and retries.Prereqs (one-time): npm login, and the official mcp-publisher binary from modelcontextprotocol/registry releases — never npm i -g mcp-publisher, that name is squatted by an unrelated package.