Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Run commands, transfer files and browse assets on a JumpServer v4 bastion from your AI assistant.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 MiFaZhan 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.2.3)은 오늘 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Rystic
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Start, seed, clock, inspect and diff Rystic API simulators from your agent.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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
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