Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Policy checks, approvals, records, and governed HTTP capabilities for unattended agents.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
DASHCLAW_URL, DASHCLAW_API_KEY, DASHCLAW_AGENT_IDValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into 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"
}
}
}
}Run this in your terminal
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-serverFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.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"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"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"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
DASHCLAW_AGENT_ID envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account ucsandman, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: DASHCLAW_URL, DASHCLAW_API_KEY
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (3.1.6) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, TF Rooms
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.