Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Coding agents can build a game. They can't see anyone play it. Glitchless lets them.
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.
GLITCHLESS_URL, GLITCHLESS_API_KEY, GLITCHLESS_SERVICELos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
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.glitchless.gg/mcpAbre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"glitchless": {
"command": "npx",
"args": [
"-y",
"glitchless-mcp"
],
"env": {
"GLITCHLESS_URL": "your-value",
"GLITCHLESS_API_KEY": "your-value",
"GLITCHLESS_SERVICE": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add --transport http glitchless https://api.glitchless.gg/mcpclaude mcp add glitchless --env GLITCHLESS_URL=your-value --env GLITCHLESS_API_KEY=your-value --env GLITCHLESS_SERVICE=your-value -- npx -y glitchless-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"glitchless": {
"url": "https://api.glitchless.gg/mcp"
}
}
}Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"glitchless": {
"command": "npx",
"args": [
"-y",
"glitchless-mcp"
],
"env": {
"GLITCHLESS_URL": "your-value",
"GLITCHLESS_API_KEY": "your-value",
"GLITCHLESS_SERVICE": "your-value"
}
}
}
}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": {
"glitchless": {
"type": "http",
"url": "https://api.glitchless.gg/mcp"
}
}
}Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"glitchless": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"glitchless-mcp"
],
"env": {
"GLITCHLESS_URL": "your-value",
"GLITCHLESS_API_KEY": "your-value",
"GLITCHLESS_SERVICE": "your-value"
}
}
}
}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.glitchless.gg/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.
GLITCHLESS_URL envGLITCHLESS_SERVICE envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
El servidor pide iniciar sesión antes de mostrar sus herramientas.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub glitchless-gg, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Respondió en 1527 ms (HTTP 401)
Declara inicio de sesión con OAuth, así que tu app de IA puede llevarte a iniciar sesión
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 3 de 3 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.
Debes completar: GLITCHLESS_API_KEY
Funciona de las dos formas: instálalo en tu computadora o conéctate a la versión en la nube.
El repo de GitHub cambió por última vez –, y la última versión (0.14.1) llegó al registro ayer.
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, Starreel
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.
Turn a script into a finished, downloadable short-drama episode — via MCP or REST.
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.
The Glitchless MCP server. It lets any coding agent (Claude Code, Codex, Cursor or another MCP client) read how your game runs for real players, from a Glitchless server: ranked findings, frame-time breakdowns, errors, level funnels, death hotspots and version comparisons. It can also run playtest bots before and after a change, to check a fix.
It's a stdio server. Run it with npx, no install needed:
npx -y glitchless-mcp
Apps that connect to a URL instead of starting a process (claude.ai, ChatGPT, Claude Code's HTTP servers) use Glitchless Cloud's hosted copy at https://api.glitchless.gg/mcp and sign in with OAuth: see Glitchless by URL. It has the same tools, less the ones that act on your own computer.
npx -y glitchless-mcp login
It prints a link and a code; you approve the code in the Glitchless dashboard, and it saves a workspace key in ~/.config/glitchless/credentials.json (readable only by you). From then on the server reaches every game in that workspace: glitchless_list_games lists them, glitchless_create_game makes one and returns its client token, and every tool takes game (a name or id). The key acts as you, with your role in the workspace, and never deletes data or touches billing or people. npx -y glitchless-mcp whoami shows where you're signed in, logout deletes the saved key, and Settings → Keys & access in the dashboard lists and revokes keys. An agent can also sign in from inside a chat with the glitchless_sign_in tool: it shows the link and code, and the running server switches over once you approve. The saved key is only ever sent to the server it was saved for: point GLITCHLESS_URL at another one (a meetup's own box) and the MCP server connects without it, so set GLITCHLESS_API_KEY if that server has a key.
npx -y glitchless-mcp serve [--port 3001] [--host 127.0.0.1]
The tools that work from a server (all but sign-in, playtests and the Steam Deck) at http://127.0.0.1:3001/mcp, over Streamable HTTP, for clients of the 2026-07-28 protocol and older ones alike. It reads with the same settings as the stdio server (below), for a self-hosted server or a signed-in workspace. It answers this computer only, and checks Host and Origin so web pages can't reach it; to listen on another address, set GLITCHLESS_MCP_TOKEN and have clients send it as Authorization: Bearer.
| Variable | What |
|---|---|
GLITCHLESS_URL | Your Glitchless server. Default: the signed-in workspace's, else http://localhost:7777. A saved sign-in goes only to the server it was saved for |
GLITCHLESS_API_KEY | A key, if the server needs one: a workspace key (gl_ws_…) for every game, or a secret key (gl_sk_…) for one. Overrides a sign-in. Keep it out of git and out of the game |
GLITCHLESS_GAME | With a workspace key, the game to use when a call doesn't name one. Optional |
GLITCHLESS_SERVICE | The service to use when a call doesn't name one. Optional |
Claude Code:
claude mcp add glitchless -e GLITCHLESS_URL=http://localhost:7777 -e GLITCHLESS_API_KEY=gl_sk_… -- npx -y glitchless-mcp
Codex, in ~/.codex/config.toml:
[mcp_servers.glitchless]
command = "npx" args = ["-y", "glitchless-mcp"] env = { GLITCHLESS_URL = "http://localhost:7777", GLITCHLESS_API_KEY = "gl_sk_…" }
Cursor, in .cursor/mcp.json (add the file to .gitignore if it holds the key):
{
"mcpServers": { "glitchless": { "command": "npx", "args": ["-y", "glitchless-mcp"], "env": { "GLITCHLESS_URL": "http://localhost:7777", "GLITCHLESS_API_KEY": "gl_sk_…" } } } }
Any other MCP client: the command is npx, the arguments are -y glitchless-mcp, and the settings above go in its environment.
| Tool | What it answers |
|---|---|
glitchless_list_games | Which games report to the server, with their versions and environments; signed in to a workspace, every game in it with its client token |
glitchless_sign_in | Connect to a Glitchless Cloud workspace: a link and a code for the person to approve |
glitchless_create_game | A new game in the workspace, with its client token and intake URL; demo: true makes the demo game (a week of sample play) |
glitchless_share_links | A read-only link to one board page, for a dev log, Discord or a game's "Live stats" link (page); lists them, and revokes one (revoke) |
glitchless_triage | The headline numbers (sessions, players, crash-free sessions, frame time, rage quits), then ranked findings: stutter per level and what it correlates with, leaks, top errors, difficulty spikes. Start here |
glitchless_mark_known | Mark a finding the game's owner accepts as known, so the weekly summary stops listing it (triage shows it last, with the note); clear: true removes the mark |
glitchless_resolve_error | Resolve an error issue the game's owner fixed or accepts: hidden from the Errors page, triage and the weekly summary until it fires again in a newer version (any_version: any); clear: true unresolves it |
glitchless_alerts | A game's alerts: where they go, which rules are on, the weekly summary, the env, and the last sends; glitchless_set_alerts turns rules, the weekly summary and email on or off, sets the env, removes the webhook and sends a test (a webhook URL is added in Settings → Alerts) |
glitchless_performance | Frame time per level, with draw calls, geometry counts and game gauges |
glitchless_get_error | One error issue, with its stack and the gameplay before it |
glitchless_player_funnel | Per level: starts, completions, deaths and their causes, disconnects, rage quits; split by what describes the attempt (tier, party size, class), runs per level, and retention; with hotspots, where players die on a level, clustered in world coordinates |
glitchless_events | The game's own events (whatever it sends with track, and the streams it counts with count): counts, attribute breakdowns, rates, distributions and funnels, and the session properties it sets |
glitchless_dashboard | The game's dashboard: its pages, and one board's panels with their numbers |
glitchless_set_dashboard | Save the game's pages: boards of panels in its own words, and the built-in views it keeps. Needs a key with the dashboard scope |
glitchless_compare_versions | Two or more versions side by side, in the game's own stats first, to confirm a fix with real players |
glitchless_session | One play session in detail, with its whole event timeline |
glitchless_bug_reports | Bug reports players sent from inside the game: their notes, levels, positions and sessions, and one report's screenshot when asked |
glitchless_store | For a game connected to a store (Glitchless Cloud: Steam, Google Play, the App Store): what players wrote there, by store, build or version, sentiment, topic (stutter, lag, fps, freeze, crash), device and, on Steam, Steam Deck, each build with the frame-time p95 and crash-free sessions measured on it; with show: "vitals", what Google Play (slow rendering, crash and ANR rates, the slowest devices and GPUs) or the App Store (hang rate, launch time, animation hitches, hang signatures) measured of each version, next to what Glitchless measured, and where the two disagree |
glitchless_revenue | For a game connected to RevenueCat or to its own Stripe account (Glitchless Cloud; source picks one, else both): its real revenue by day and revenue per player measured. RevenueCat's (production purchases only): installs (new customers) and active users, MRR, active subscriptions and trials, and revenue by version where RevenueCat splits it. Stripe's: refunds, disputes, fees and net, new paying customers, revenue by product, and by version and platform for purchases the game tied to a session. All next to the sessions, players and new players Glitchless measured and what the game's own purchase events add up to |
glitchless_match | A multiplayer game's matches (the worst by lag or disconnects on request), or one match from every side, 30 seconds at a time: each player's ping, frame time and outcome, the server's ticks, and whether the whole lobby lagged at once (the server) or one player did (their connection) |
glitchless_network | Ping, lag (play over 150 ms), packet loss and disconnects by level, version, platform, kind of connection and region, with the worst matches and the network findings |
glitchless_servers | A game's dedicated servers in server mode: servers running now and their players, tick time against its budget by players connected, map and version, crashes with the matches they ended, and memory that climbs. Every other tool reads them with service .server |
glitchless_playtest | Autoplay bots play the game and compare with a saved baseline (glitchless-playtest; needs Playwright in the game project) |
glitchless_deck | Build the game, send it to the paired Steam Deck, add it to the Deck's library and optionally start it (glitchless-deck; pair once with npx glitchless-deck pair); with measure: true, measure a Unity, Godot or Unreal build there and compare it with a saved run |
The reads take hours, version, env (e.g. prod), session_type (user for players only, tester for people on TestFlight and other test builds, synthetic for bots, playtests and store test devices, all) and props, the session properties the game sets ({ rank: "diamond" }, or a list of values). Unless env or session_type is given, findings read the production sessions of players and say so; the other numbers count every session in the window.
To let the agent drive the running game as well (measure frame times, inspect the scene, load a level), add the WebMCP server beside this one: npx -y @jason.today/webmcp@latest --mcp.
MIT