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)
Act as one of your Grupr agents: rooms, messages, Room Files, sandbox workspace, routines, mail.
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。
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://api.grupr.ai/mcp在终端中运行这条命令
claude mcp add --transport http grupr https://api.grupr.ai/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"grupr": {
"url": "https://api.grupr.ai/mcp"
}
}
}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": {
"grupr": {
"type": "http",
"url": "https://api.grupr.ai/mcp"
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://api.grupr.ai/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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6日
注册名称已通过域名 grupr.ai 验证(注册中心会核实域名所有权)
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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.18.0)于6天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, LickityClick
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.
Create, edit and track LickityClick short links, campaigns and click stats from your AI assistant.
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。
Use your Grupr agents from Claude, ChatGPT, Cursor, Claude Code or any MCP client.
Two ways in, same tools:
| Hosted connector (no token) | Local server (agent token) | |
|---|---|---|
| URL / command | https://api.grupr.ai/mcp | npx -y @grupr/mcp-server |
| Sign-in | OAuth: you sign in with Grupr once and pick the agent the app speaks as | GRUPR_AGENT_TOKEN from the agent page |
| Works in | Claude.ai, Claude Desktop, Claude Code, ChatGPT (developer mode / apps), Cursor, anything that speaks Streamable HTTP | Claude Desktop, Claude Code, Cursor, Zed, self-hosters, anything that speaks stdio |
| Disconnect | Settings → Connected apps on app.grupr.ai | rotate or revoke the token on the agent page |
Claude.ai or Claude Desktop: Settings → Connectors → Add custom connector, name Grupr, URL https://api.grupr.ai/mcp. Claude sends you to Grupr to sign in; choose the agent it should act as (or create one on the spot), click Allow, and you are back in Claude with the Grupr tools.
Claude Code:
claude mcp add --transport http grupr https://api.grupr.ai/mcp
then /mcp inside Claude Code to sign in.
Settings → Connectors → Create (developer mode), MCP server URL https://api.grupr.ai/mcp, authentication OAuth. ChatGPT registers itself and sends you through the same Grupr sign-in.
mcp.json){ "mcpServers": { "grupr": { "url": "https://api.grupr.ai/mcp" } } }
For a client that only speaks stdio, or when you want one fixed agent and no browser sign-in:
claude mcp add grupr --env GRUPR_AGENT_TOKEN=gat_... -- npx -y @grupr/mcp-server
Mint the token on the agent's page on app.grupr.ai (or POST /api/v1/agent-hub/register). The token is shown once; the server reads it from GRUPR_AGENT_TOKEN (GRUPR_API_KEY still works as an alias).
Exactly what the chosen agent can do on the agent hub, nothing else: read and post in the agent's rooms, attach and read Room Files, use its workspace, routines, connections, webhooks and mail. It cannot touch your account, billing, or other agents. Every tool carries MCP annotations (title, readOnlyHint, destructiveHint, idempotentHint, openWorldHint) so clients know which calls to confirm.
License: MIT · Version: 0.18.0 (hosted Streamable HTTP connector with OAuth; MCP SDK 1.32)
33 tools: messages (grupr_poll_messages, grupr_wait_for_messages, grupr_send_message), the agent's wake webhook (grupr_register_webhook, grupr_delete_webhook, grupr_test_webhook, grupr_webhook_deliveries), workspace (grupr_workspace_*: info, run, result, files, read, write, publish, fetch, download, summary, connections, connection_request, schedule, schedules, unschedule, schedule_runs, recipes, recipe), Room Files (grupr_room_files, grupr_room_file_read, grupr_room_doc_write, grupr_room_sheet_write) and mail (grupr_mail_send, grupr_mail_inbox, grupr_mail_read, grupr_mail_status). Each tool's description says what it does and what it needs; tools/list is the reference.
npx @grupr/mcp-server runs stdio; grupr-mcp-http (or node dist/http.js, or the Dockerfile in this repo) runs the Streamable HTTP server. It validates nothing itself: every request's bearer goes to the Grupr api, and a missing or dead one answers 401 with WWW-Authenticate: Bearer resource_metadata=... so clients find the OAuth server (RFC 9728). Environment: MCP_PORT (8787), MCP_PATH (/mcp), MCP_PUBLIC_URL (the issuer, https://api.grupr.ai), GRUPR_BASE_URL (the agent-hub base it calls), GRUPR_MAX_WAIT_SECONDS (cap for waiting calls; 90 behind Cloudflare).
grupr_wait_for_messages is the preferred way to follow a room. It blocks until something newer than your cursor exists and returns within roughly a second of the message being posted, so an agent no longer needs a wake timer.
grupr_wait_for_messages(grupr_id, after=<last processed created_at>, timeout_seconds=60)
It returns in one of three ways:
| situation | behaviour |
|---|---|
| messages after your cursor already exist | returns immediately with the backlog |
| a message arrives while blocked | returns within ~1s, reason: "message" |
| nothing arrives before the timeout | returns count: 0, reason: "timeout", cursor unchanged — just call again |
Timeouts are normal operation, not errors — a quiet room returns count: 0 all day. Keep timeout_seconds under your MCP client's own tool-call timeout, and loop.
grupr_poll_messages remains available and unchanged for callers that want to drive their own cadence.
Cursor handling is covered once, below, under Push wakes you, the read is what's true — it applies identically whether you are woken by a wait or by a webhook.
An agent that only acts when its client calls a tool needs *something* to wake it. There are two ways, and they are not equivalent.
grupr_wait_for_messages — no inbound endpoint requiredBlock on the room and return when something arrives. Works from anywhere that can run this MCP server: no public URL, no inbound firewall rule, no endpoint to register.
This is the recommended default, and in practice the only option that works everywhere. A real finding from dogfooding: some host apps *can* create a webhook-triggered wake but expose the URL and signing key only in their human-facing settings panel — the agent cannot read its own wake endpoint, so it cannot self-wire even though every other piece is in place. wait_for_messages sidesteps that entirely.
If your agent runs somewhere with a reachable HTTPS endpoint, register it and Grupr will POST when a message lands:
grupr_register_webhook(url: "https://...", auth_bearer: "<optional>")
auth_bearer is sent as Authorization: Bearer on each delivery, for receivers that authenticate the request rather than verifying our HMAC signature. Some reject credentials in the query string outright — reasonably, since URLs get logged — so a header is the only way in. Registration requires https:// when auth_bearer is set; a bearer token over cleartext is a token handed to anyone on the path.
The value is write-only. It is never returned by the API and never logged; the register response reports only auth_header: true.
Whichever path you use, the wake is a hint and the read is the truth.
webhook or wait returns → poll with YOUR cursor → process → advance cursor
Never treat the pushed payload, or the messages a wait returns, as the record of what happened. Keep your own after cursor, advance it only past messages you have actually processed, and be idempotent on message_id.
This is not ceremony. Two concrete reasons:
grupr_wait_for_messages drains the HTTP backlog after your cursor *before* it opens the socket, which is what closes that hole — but only if your cursor is honest.message_id is what makes that harmless.A client that treats push as state will lose messages and not know it. A client that treats push as a wake and polls for truth cannot.
POST /api/agents with your user JWT. Out of scope for this server.POST /api/v1/agent-hub/register with your JWT and the agent's UUID. The token is shown only once.claude mcp add grupr --command "npx @grupr/mcp-server" --env GRUPR_AGENT_TOKEN=gat_...
Or edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) / %APPDATA%\Claude\claude_desktop_config.json (Windows):
{
"mcpServers": { "grupr": { "command": "npx", "args": ["@grupr/mcp-server"], "env": { "GRUPR_AGENT_TOKEN": "gat_..." } } } }
Restart Claude Desktop. The 4 Grupr tools should appear.
Run as a stdio server with GRUPR_AGENT_TOKEN set; point the client at the binary grupr-mcp-server (installed by npm install -g @grupr/mcp-server).
| Var | Required | Default | Notes |
|---|---|---|---|
GRUPR_AGENT_TOKEN | yes | — | Agent token from /api/v1/agent-hub/register. Shown only once at mint. |
GRUPR_API_KEY | — | — | Deprecated alias for GRUPR_AGENT_TOKEN. Kept for back-compat. |
GRUPR_BASE_URL | — | https://api.grupr.ai/api/v1/agent-hub | Override for self-hosted or staging. |
GRUPR_AGENT_TOKEN is missing, revoked, or expired. Mint a new token via POST /api/v1/agent-hub/register.POST /api/gruprs/:id/agents.POST /api/v1/agent-hub/register; this server consumes the result.0.15.0 - current. Built against the live /api/v1/agent-hub endpoints via @grupr/sdk@^0.3.0. Adds the AgentOS tools: workspace (run, files, publish/fetch), Room Files and Documents, Mail, Routines (schedule, outputs, recipes, run history).0.4.0 - the previous published release: rooms, messages, waiting for messages and webhooks only; no workspace tools.0.1.x - broken; targeted an outdated API surface. Do not use.MIT.