Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Policy checks, approvals, records, and governed HTTP capabilities for unattended agents.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
DASHCLAW_URL, DASHCLAW_API_KEY, DASHCLAW_AGENT_ID标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"dashclaw": {
"command": "npx",
"args": [
"-y",
"@dashclaw/mcp-server"
],
"env": {
"DASHCLAW_URL": "your-value",
"DASHCLAW_API_KEY": "your-value",
"DASHCLAW_AGENT_ID": "your-value"
}
}
}
}在终端中运行这条命令
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运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"dashclaw": {
"command": "npx",
"args": [
"-y",
"@dashclaw/mcp-server"
],
"env": {
"DASHCLAW_URL": "your-value",
"DASHCLAW_API_KEY": "your-value",
"DASHCLAW_AGENT_ID": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"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"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
DASHCLAW_AGENT_ID env这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 ucsandman 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:DASHCLAW_URL, DASHCLAW_API_KEY
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(3.1.6)于2个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, TF Rooms
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间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.
Live room availability, rates and stay quotes for 12 New Leaf motels in Twin Falls, Idaho.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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.