Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
An AI agent reads your server over the one SSH session you are already watching.
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.
El creador no incluyó detalles de instalación en el registro. Consulta el README del creador más abajo.
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 6 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub meta-taro, 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.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
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 (0.1.39) llegó al registro hoy.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, yontu
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.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
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.
*English / 日本語*
Your AI agent and you, looking at the same server, on the same screen, over one SSH connection.
You keep your own SFTP client and your own terminal. The agent works beside you — inside a fence you drew — and every single thing it does scrolls past in your window while it happens.
⚠️ This is alpha. It is in use on production servers (investigating a failed
certificate renewal, restarting pm2, and so on). Installers are published for Windows
(x64 / ARM64) and macOS.
Passing tests does not mean it works as a tool — we shipped a build whose terminal
displayed *not one byte* for three days (Issue #10).
[⬇ Download](https://github.com/meta-taro/sshboard/releases/latest) · Direction · Every decision, with its reasoning
You have a terminal open per host and you are copying the same command into each, watching for the one that fails. sshboard opens one console per connection — or two on the same host, side by side — and the agent can read *all* of them while you work. Not "the agent runs it for you": the agent watches what you are doing and tells you which pane went wrong.
You ask the agent. It reads /etc/postfix/main.cf, checks the service, tails the log — over the same SSH session you are already on, and you see each step as it happens. It cannot run an arbitrary command to do it: there is no `run_command(cmd)` tool.
[Human] $ cd /var/www
[AI] $ df -h Filesystem Size Used Avail Use% Mounted on /dev/vda1 50G 38G 10G 80% / [AI] read /etc/postfix/main.cf (4.1 KB)
The agent may write only inside directories you listed, one connection at a time. The list starts empty, so it cannot write a single byte until you say where. Delete, rename, move, chmod, restart, package installs, sudo — none of them exist for the agent. You are not restricted anywhere.
Install the app, then point your agent at it. There is nothing else to run — the MCP server lives inside the app.
# 1. a throwaway SSH server on your own machine (needs Docker)
sh tools/test-server/up.sh ssh-add tools/test-server/.key
pnpm install pnpm --filter desktop tauri dev
Register 127.0.0.1:2222, user probe, connect, then press Copy the MCP command in the window's title bar and paste it into your agent:
claude mcp add --scope user --transport http sshboard http://127.0.0.1:22022/mcp \
--header "Authorization: Bearer "
Prebuilt installers are on the releases page (Windows x64 / ARM64, macOS Apple Silicon). They are not code-signed, so SmartScreen and Gatekeeper will both stop you the first time.
Every operation, yours and the agent's, lands in one band. You do not have to ask what it did.
![The activity band: one line per operation, with [AI] marking the agent's](site/shots/en/band.png)
When something fails, the same log the agent reads over MCP is on your screen — which stage it reached, why it stopped, and what to do next. It carries no hostnames, no usernames and no secrets.
There are services still running on ordinary shared hosting and VPSes. Maintain one of those *with* an AI agent and this happens every single time:
you : I want to fix this service's config
AI : I can't see the server, so please tell me its state you : (open a terminal, look, paste) AI : now show me that config file too you : (open SFTP, download, paste)
This tool exists to delete that round trip. The agent does not need to *operate* your server. Letting it see is enough.
This is not a tool you drive by clicking buttons. You talk to an AI agent in your terminal, and the agent calls sshboard's built-in MCP server.
you → the AI agent in your terminal: "mail isn't arriving. look into it"
│ │ MCP (inside the app — no extra process) ▼ sshboard ── one SSH ──▶ server │ (sftp / exec) ▼ an [AI] line scrolls past in sshboard's window ── you are just watching. what it read and what it typed is visible as it happens
[Human] $ cd /var/www [AI] $ df -h Filesystem Size Used Avail Use% Mounted on /dev/vda1 50G 38G 10G 80% / [AI] read /etc/postfix/main.cf (4.1 KB)
You are not restricted. The two-pane file browser and the terminal tab work like any other SFTP client and terminal. Only the agent's side is fenced.
list_connections / list_directory / stat / read_file / search / download / disk_usage / process_list / service_status / runtime_versions / read_log / network_listen / run_readonly (allowlist) / list_checks / run_check / propose_check (health checks)
There is no `run_command(cmd)`. One such tool does everything, and once you have it the only thing standing between an agent and a destructive command is a promise not to use it. A promise is a runbook, not a gate.
With run_readonly the agent may pass only an id that a person wrote into `readonly.toml`. There is no argument slot. The list ships empty — until you write it, nothing runs at all. Refusals show up in the window's activity band and are recorded in readonly-refused.log. Adding entries is a person's job.
The agent stops saying "please tell me the state of the server."
Not downloads, not stars. Whether the round trip disappeared during real maintenance.
┌──────────┬──────────┐ ┌──────────┐
│ files │ terminal │ │ MCP │ │ two-pane │ tab │ │ │ └────┬─────┴────┬─────┘ └────┬─────┘ └──────────┴───────┬───────────┘ ▼ ┌────────────────────────┐ │ Operation Engine │ ← exactly one implementation lives here └───────────┬────────────┘ ▼ one SSH connection (sftp / exec)
We do not keep two SFTP implementations, and we never open an SSH session you cannot see. Being invisible is the single biggest danger here.
Whoever touched what flows into the same band. Different surfaces, one record.
[Human] $ cd /var/www
[AI] $ df -h Filesystem Size Used Avail Use% Mounted on /dev/vda1 50G 38G 10G 80% / [AI] read /etc/postfix/main.cf (4.1 KB)
No writes at all. Every intended use — incident triage, mail-config investigation, writing up a proposal — is reading. That makes the risk close to zero, which means you can point it at a live production server on day one.
run_command(cmd)Put one arbitrary-command tool in place and it can do everything. That is exactly why it does not exist.
readonly.toml looks like (a person writes it)version = 1
[[command]] id = "uptime" # the only value the agent may pass run = "uptime" # what actually runs. exactly what a person wrote description = "how long it has been up"
The product ships with zero entries. Nobody has the list of what real maintenance needs, and filling it in by guesswork gets it wrong. Refused calls pile up in readonly-refused.log — read that, and add only what was genuinely needed.
What this cannot verify: whether the run you wrote is truly read-only. The product cannot know. No machine can tell uptime from rm -rf / by inspection. What this prevents is exactly one thing: the agent composing a command string.
The human side (the GUI) is not restricted. Use it as an ordinary SFTP client and terminal. Only the agent's side is fenced.
checks.toml)Group the things you look at in the same order every time — disk, memory, a service, a listening port — into one check. Write it once; a person runs it from the menu (Checks → Run) and an agent runs the same check with run_check.
contains) / absent (absent), a number below / above a limitpropose_check. Every step and criterion appears on screen, and only the person can save it (saving runs nothing)A template lives in docs/checks.example.toml.
operations.toml)The list ships empty. Until you write this file, the agent can run nothing.
This is a separate file from the read allowlist (readonly.toml), so that write operations never live in a file called readonly. Telling them apart by name is the point. Put it next to connections.toml.
version = 1
[[operation]] id = "restart-httpd" run = "sudo systemctl restart httpd" description = "restart Apache" max_per_hour = 3
| field | what to write |
|---|---|
id | the only thing the agent may pass. Short, readable |
run | what actually gets typed. The agent cannot compose it |
description | shown on the approval dialog. Words you will understand in six months |
max_per_hour | hourly ceiling. `0` is rejected (there has to be a place it stops) |
become = "ask", the password is dropped here tooA person at the screen does not pass 3–5. They are looking at it. The one exception is the `become = "ask"` password — that is not approval, it is a credential, and the product cannot invent it.
No setting enables these. They are rejected even when present in operations.toml.
sudoers / visudo / authorized_keys.ssh / `id_rsSolo se muestra el principio; lee el resto en el repo