Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Ranks current RunPod GPU offers by price and freshness. Supports x402/USDC-on-Base payments.
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.
SCOUTWYZE_API_KEY, SCOUTWYZE_BASE_URLLos 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 …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"compute": {
"command": "npx",
"args": [
"-y",
"@scoutwyze/compute-mcp"
],
"env": {
"SCOUTWYZE_API_KEY": "your-value",
"SCOUTWYZE_BASE_URL": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add compute --env SCOUTWYZE_API_KEY=your-value --env SCOUTWYZE_BASE_URL=your-value -- npx -y @scoutwyze/compute-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"compute": {
"command": "npx",
"args": [
"-y",
"@scoutwyze/compute-mcp"
],
"env": {
"SCOUTWYZE_API_KEY": "your-value",
"SCOUTWYZE_BASE_URL": "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": {
"compute": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@scoutwyze/compute-mcp"
],
"env": {
"SCOUTWYZE_API_KEY": "your-value",
"SCOUTWYZE_BASE_URL": "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.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
SCOUTWYZE_BASE_URL envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 8 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub scoutwyze-max, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
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.
Debes completar: SCOUTWYZE_API_KEY
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.1.1) llegó al registro hace 44 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Winecellarbuilders
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.
Find the team for your wine room.
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.
A stateless MCP (Model Context Protocol) wrapper around ScoutWyze Compute's GPU-offer-ranking API, for MCP-native agent hosts (Claude Desktop, Cursor, custom agent frameworks). Ranks current RunPod GPU offers by price and freshness — nothing else. Not part of the main scoutwyze-compute app; this is a separate, independently installable package, kept out of src/ on purpose.
This server never holds a private key and never signs or settles an x402 payment itself. If a call to scoutwyze_rank is unauthenticated (no SCOUTWYZE_API_KEY configured, or the key is invalid), the real x402 payment challenge from the API is returned as the tool's result content, not swallowed or auto-paid — for example:
{
"x402Version": 1, "error": "payment_required", "accepts": [{ "scheme": "exact", "network": "base", "maxAmountRequired": "150000", "resource": "/v1/compute/rank", "payTo": "0xc132a315a05541a4b72c272de539eb86de977fb9", "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913", "maxTimeoutSeconds": 120, "extra": { "name": "USD Coin", "version": "2" } }] }
A wallet-capable calling agent — not this server — is responsible for signing an EIP-3009 TransferWithAuthorization (EIP-712 typed data, under the exact extra.name/extra.version domain above — real x402 "exact" EVM scheme, no on-chain broadcast from the payer at all; this server's own facilitator handles that) and retrying the same tool call with the resulting X-PAYMENT proof. See examples/node-client.mjs or examples/python_client.py in the main repo for a complete, tested reference implementation of that signing flow. This server's only credential is an optional prepaid Bearer key.
This isn't a style choice. A "lightweight package anyone can spin up locally" holding a real funded private key is a fundamentally different risk class than anything else in this codebase, and it contradicts the posture maintained everywhere else in it (the on-chain verification code reads the chain, it never sends transactions or holds keys). Do not add wallet/signing capability to this server.
GET /v1/compute/sample). No arguments, never billed.POST /v1/compute/rank). gpuClass, minVramGb, region, maxPricePerHour, preference — all optional. Billed per successful match; the real price is always read live from the response's billing.price_usd, never hardcoded here (server-side pricing can change; a static price in a tool description would just go stale the same way several other docs in this repo have before).POST /v1/route/quote is deliberately not wrapped — it uses an older, separate response schema, and compute/rank is the flagship, actively-documented path (see SOT.md).
Published on npm as @scoutwyze/compute-mcp and listed in the official MCP Registry as io.github.scoutwyze-max/compute-mcp. Add to your MCP host's config (e.g. Claude Desktop's mcp.json):
{
"mcpServers": { "scoutwyze-compute": { "command": "npx", "args": ["-y", "@scoutwyze/compute-mcp"], "env": { "SCOUTWYZE_API_KEY": "sw_live_..." } } } }
For local development, point at the built file directly instead:
{
"mcpServers": { "scoutwyze-compute": { "command": "node", "args": ["/absolute/path/to/scoutwyze-compute/mcp-server/dist/index.js"], "env": { "SCOUTWYZE_API_KEY": "sw_live_..." } } } }
SCOUTWYZE_API_KEY — optional. A prepaid Bearer key from POST /v1/signup + POST /v1/checkout-sessions. Omit it entirely to run unauthenticated — scoutwyze_rank will then return a real x402 challenge instead of ranked results (see the boundary above).SCOUTWYZE_BASE_URL — optional, defaults to https://scoutwyze-compute.fly.dev. Override for local development against the main app's npm run dev server.npm install
npm run build # -> dist/index.js npm run dev # runs directly from src/ via tsx, no build step
npm version then npm publish from inside this directory (prepublishOnly runs the build automatically, so dist/ is always fresh — never publish a stale build by hand-running npm run build first and trusting it's still current). After publishing to npm, also bump version in both server.json (official MCP Registry) and manifest.json (MCPB bundle, below) to match, and re-run mcp-publisher publish server.json — three separate version strings that don't cross-check each other, easy for one to drift silently otherwise.
tsc does not preserve or set the executable bit on its output, so dist/index.js comes out of a plain npm run build as 644 — not runnable via bin. The postbuild script (chmod +x dist/index.js) fixes this on every build; don't remove it.
manifest.json is a real MCPB manifest (github.com/modelcontextprotocol/mcpb, manifest_version: "0.3") — a *different* file from server.json (the official MCP Registry's own manifest format; the two are unrelated specs with overlapping-sounding names). npm run build:mcpb stages a clean directory (dist/, manifest.json, production-only node_modules, package.json — none of the repo's own src/, tests, Dockerfile, or server.json) and packs it into scoutwyze-compute-mcp.mcpb via the real mcpb CLI (@anthropic-ai/mcpb, a local devDependency). The output .mcpb file is gitignored and rebuilt on demand, same as dist/.
This is what Smithery's stdio publish path expects (smithery mcp publish ./scoutwyze-compute-mcp.mcpb -n / , per smithery.ai/docs/build/publish — verified against their live docs 2026-09-25, not the older smithery.yaml convention some example repos still show) — requires a one-time smithery auth login (GitHub OAuth, a human/browser step) before the CLI can publish; not scriptable end-to-end without that. The same .mcpb file also works for Claude Desktop's single-click local install (drag the file onto the app).
Published live 2026-09-25 as `scoutwyze/compute-mcp` (https://smithery.ai/servers/scoutwyze/compute-mcp). Real, hard-won finding while getting there: `manifest.json` deliberately has no top-level `tools` array, even though MCPB's own spec allows one and mcpb validate accepts it fine. Smithery's stdio-bundle ingestion throws a 400 ("Invalid input: expected object, received undefined", once per declared tool) on any bundle that includes one — confirmed by bisection: a manifest with tools fails every time, the identical manifest without it publishes clean, user_config/env/every other optional field included. Looks like a real gap in their ingestion (their own docs describe a *different*, richer tool-schema format — @modelcontextprotocol/sdk/types.js-shaped, with a required inputSchema — used for hosted URL servers' static server cards, not MCPB's plainer tools[]), not something on our end to fix. If you're re-publishing and add tools back because it seems like the more complete manifest, you will hit this again — check whether Smithery's ingestion has been fixed before doing so, don't assume it's safe now just because MCPB's own validator accepts it.