Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Run commands, transfer files and browse assets on a JumpServer v4 bastion from your AI assistant.
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.
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Descargar el archivo .mcpb del creador
El enlace lleva al archivo del propio creador; no lo alojamos ni lo reempaquetamos. Abre el archivo y Claude Desktop lo instalará.
Ejecuta esto en tu terminal
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.
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.
Esta 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 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub MiFaZhan, 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 (0.2.3) llegó al registro hoy.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas MCPB en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, sync. labs
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.
Lipsync videos, dub them into other languages, make talking videos and open sync. Studio.
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 command-line client and MCP server for [JumpServer v4](https://docs.jumpserver.org/zh/v4/) bastion hosts. One self-contained binary that reaches the assets behind your bastion the same way the web terminal does — no VPN client, no SSH config, no per-host credentials.
Use it on its own to list assets, run commands, open shells and move files. Run jms mcp and an AI assistant (Claude Desktop, Claude Code, Codex, Cursor, pi, …) can do the same things through pooled, audited connections.
$ jms exec web-01 "systemctl is-active nginx"
active
English · 简体中文
Docs: Command reference · Addresses and proxies · Troubleshooting · Design
Reaching a bastion usually means a browser tab, or a ~/.ssh/config you maintain by hand. Neither composes with a shell pipeline, a build script, or an AI agent.
jms-client talks to the same two JumpServer APIs the web console uses (Core's REST API and KoKo's terminal gateway), so:
| Single static binary | No runtime dependencies. Linux, macOS, Windows on x86_64 and arm64. |
| Dual-address failover | Internal/external addresses probed and selected automatically, with a remembered last-good address for fast cold starts. |
| Connection pooling | Login sessions and terminals are reused per server/asset/account/protocol. Idle connections are reaped; broken ones are rebuilt. |
| Credentials in the OS store | Windows Credential Manager, macOS Keychain, Linux Secret Service. Environment-variable fallback for containers and CI. |
| Asset management | Create, update, delete and list assets, and grant or revoke access — all from the CLI or MCP, without leaving the terminal for the web console. |
| MCP server | Fifteen tools over stdio for AI clients, sharing one pooled process. |
| Local audit stream | Structured JSONL per process; jms tail to follow it, jms attach to watch and join. |
| Two terminal backends | WebSocket (default, same path as the web console) and SSH, with automatic selection. |
2222) to be open on the network path — many deployments only expose the web port, so check before relying on them.Download the archive for your platform from Releases and put the jms binary (jms.exe on Windows) on your PATH.
| Platform | File |
|---|---|
| Windows x86_64 | jms-client_ _windows_amd64.zip |
| Windows arm64 | jms-client_ _windows_arm64.zip |
| macOS Apple Silicon | jms-client_ _darwin_arm64.tar.gz |
| macOS Intel | jms-client_ _darwin_amd64.tar.gz |
| Linux x86_64 | jms-client_ _linux_amd64.tar.gz |
| Linux arm64 | jms-client_ _linux_arm64.tar.gz |
checksums.txt in the same release lets you verify the download:
sha256sum -c --ignore-missing checksums.txt # Linux
shasum -a 256 -c --ignore-missing checksums.txt # macOS
scoop bucket add mifazhan https://github.com/MiFaZhan/scoop-bucket
scoop install jms-client
Upgrade later with scoop update jms-client.
Requires Go 1.25 or newer:
go install github.com/MiFaZhan/jms-client/cmd/jms@latest
git clone https://github.com/MiFaZhan/jms-client
cd jms-client go build -o jms ./cmd/jms
If all you want is the AI integration and you would rather not manage a binary yourself, download `jms-client.mcpb` from Releases and open it with your MCP client (Claude Desktop and other MCPB-aware clients handle this by double-click). That single bundle contains the binaries for all six platform/architecture combinations; a bundled launcher picks the right one at startup.
$ jms config add bastion
Internal URL (http(s)://..., empty to skip): https://jumpserver.corp.example.com/ External URL (http(s)://..., empty to skip): Username: alice Password: Confirm password: TOTP secret (base32, empty to enter the code each time): Server "bastion" saved to /home/alice/.config/jms/config.toml Server "bastion" is now the default.
Either address may be left empty, but at least one is required. The credentials are validated against a reachable address before anything is written, so a mistyped password changes nothing on disk. The first server you add becomes the default.
$ jms config test
Server: bastion (default)
Endpoint URL Reachable Probe Login external https://jumpserver.corp.example.com/ yes 12ms ok
Credentials: keyring
config test probes every configured address and attempts a real login on each reachable one, so a network problem is reported separately from a rejected password, and you can see which addresses actually work. An address can pass the TCP probe and still fail the login — a VPN or proxy can accept the connection with nothing useful behind it.
$ jms ls # assets you are authorized for
$ jms ls -q web # search by keyword $ jms exec web-01 "uptime" # one command, exit code passes through $ jms login web-01 # interactive shell (Ctrl+] to exit) $ jms sftp web-01:/var/log/app.log . # download $ jms sftp ./config.yml web-01:/etc/app/ # upload
jms mcp runs a Model Context Protocol server over stdio. Any MCP-capable client can then list assets, run commands and transfer files through the same pooled connections your shell uses.
{
"mcpServers": { "jms": { "command": "jms", "args": ["mcp"] } } }
Print this snippet at any time with:
jms mcp --print-config
Because the MCP process has no command-line flags (your client launches one long-lived process and cannot add arguments per call), the endpoint, backend and command timeout are steered with environment variables in that client entry:
{
"mcpServers": { "jms": { "command": "jms", "args": ["mcp"], "env": { "JMS_MCP_BACKEND": "ws", "JMS_MCP_EXEC_TIMEOUT": "10m" } } } }
| Tool | Purpose | Required arguments |
|---|---|---|
jms_ls | List or search authorized assets | — |
jms_resolve_asset | Resolve an asset to its address, account and protocol | asset |
jms_exec | Run one command and return its output | asset, command |
jms_sftp_upload | Upload a local file to an asset | src, asset, dst |
jms_sftp_download | Download a file from an asset | asset, src, dst |
jms_sftp_relay | Stream a file directly between two assets | src_spec, dst_spec |
jms_config_list | List configured servers and their credential source | — |
jms_asset_list | List every asset on the server (admin view) | — |
jms_asset_show | Show one asset in detail | target |
jms_asset_create | Create a host asset | name, address |
jms_asset_update | Rename, re-address or re-comment an asset | target |
jms_asset_delete | Delete an asset | target |
jms_asset_grant | Grant users access to an asset | target |
jms_asset_permissions | List permissions, optionally for one asset | — |
jms_asset_revoke | Revoke a permission | target |
An eighth tool, jms_pool_status, is registered when JMS_MCP_DEBUG=1 and reports the shape of the connection pool. It is for diagnosing the server, not for daily use.
Most tools accept optional server, config_path, account, protocol and timeout arguments. Remote specs use the form [@ ]: .
Two behaviours worth knowing when you write prompts for an agent:
jms_exec returns the command's output; the remote exit status is recorded in the audit log but not surfaced in the tool result. If your agent must branch on success, make the command say so (… && echo OK || echo FAIL).rm, reboot and friends are not idempotent. A dropped connection triggers one recovery attempt through a fresh login, but only for a command that produced no output at all.| Command | What it does | ||||
|---|---|---|---|---|---|
| `jms config add \ | list \ | remove \ | set-default \ | test` | Manage server entries and their credentials. |
jms ls [server] [-q keyword] | List or search authorized assets. | ||||
jms exec | Run one command on an asset. | ||||
jms login | Open an interactive shell. | ||||
jms sftp | Upload or download a file. | ||||
jms ssh-pipe [command...] | Bridge stdio to an asset (for rsync -e). | ||||
jms tail [-f] | Follow the local audit stream. | ||||
jms attach | Watch a running host, optionally joining its session. | ||||
jms log show | Query the audit log. | ||||
jms mcp | Run the stdio MCP server. | ||||
| `jms asset list \ | show \ | create \ | update \ | delete` | Manage assets on the bastion. |
| `jms asset grant \ | permissions \ | revoke` | Manage who may reach an asset. |
JumpServer separates "an asset exists" from "a user may reach it": creating an asset records it, but only an AssetPermission exposes it to a user. That is why a new asset appears in jms asset list (the admin view) and not in jms ls (the per-user view) until it has been granted.
--grant-me on create does both steps in one command:
jms asset create "host-preview-01" 192.168.100.252 \
--account yunze --username yunze --password '…' --grant-me
Grants can also be managed separately:
jms asset grant "host-preview-01" --self # or --account @ALL --protocol all
jms asset permissions "host-preview-01" # what grants this asset jms asset revoke "grant-host-preview-01" --yes
Deleting an asset does not delete the permissions that referenced it; the two are separate objects, so jms asset revoke is the command that ends access.
Target syntax is @ ; omitting @ uses the default server.
Full reference: docs/command-reference.md · 简体中文
Con
Solo se muestra el principio; lee el resto en el repo