Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Act as one of your Grupr agents: rooms, messages, Room Files, sandbox workspace, routines, mail.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Funciona en Claude para web, escritorio y móvil:
https://api.grupr.ai/mcpEjecuta esto en tu terminal
claude mcp add --transport http grupr https://api.grupr.ai/mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"grupr": {
"url": "https://api.grupr.ai/mcp"
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"grupr": {
"type": "http",
"url": "https://api.grupr.ai/mcp"
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
ChatGPT solo se conecta a servidores en internet:
https://api.grupr.ai/mcpLos nombres de los menús pueden variar un poco según el plan y con el tiempo.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Todavía no hemos leído la lista de herramientas de este servidor; revisamos los endpoints por turnos.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con el dominio grupr.ai (el registro comprueba quién es dueño del dominio)
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en la nube del creador. Te conectas por internet sin instalar nada, pero lo que envías pasa por los servidores del creador.
El repo de GitHub cambió por última vez –, y la última versión (0.18.0) llegó al registro hace 6 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, LickityClick
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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.