Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
MCP server for Juniper Networks device operations via junos-ops
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.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"junos": {
"command": "uvx",
"args": [
"junos-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add junos -- uvx junos-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"junos": {
"command": "uvx",
"args": [
"junos-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"junos": {
"type": "stdio",
"command": "uvx",
"args": [
"junos-mcp"
]
}
}
}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 shigechika 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(0.23.0)은 20일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, SuperCollider
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.
Make sound with SuperCollider: synths, drums, chords, melodies and soundscapes over OSC.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
English | 日本語
MCP (Model Context Protocol) server for junos-ops.
Exposes Juniper Networks device operations to MCP-compatible AI assistants (Claude Desktop, Claude Code, OpenAI Codex, etc.) via STDIO transport. While junos-ops is the CLI tool for humans, junos-mcp is the AI-facing interface to the same powerful engine.
| Tool | Description | Connection |
|---|---|---|
get_device_facts | Get basic device information (model, hostname, serial, version) | Yes |
get_version | Get JUNOS version with upgrade status | Yes |
get_router_list | List routers from config.ini (optionally filtered by tags) | No |
health_check | Report server version + config status (router count, distinct tags). Lightweight; does NOT connect to any device | No |
| Tool | Description | Connection |
|---|---|---|
run_show_command | Run a single CLI show command (output_format: text/json/xml) | Yes |
run_show_commands | Run multiple CLI commands in a single session (output_format: text/json/xml) | Yes |
run_show_command_batch | Run a command on multiple devices in parallel (supports tag filter and grep_pattern) | Yes |
| Tool | Description | Connection |
|---|---|---|
get_config | Get device configuration (text/set/xml format) | Yes |
get_config_diff | Show config diff against a rollback version | Yes |
push_config | Push config with commit confirmed + health check | Yes |
push_config_start / push_config_result | The same push as a background job, for hosted clients that cut a call at about 60 s and for slow-committing models (SRX branch): push_config_start returns the diff and a job_id without waiting for the commit, which runs on the same locked session; poll push_config_result until it is no longer running | Yes |
| Tool | Description | Connection |
|---|---|---|
check_upgrade_readiness | Check if device is ready for upgrade | Yes |
compare_version | Compare two JUNOS version strings | No |
get_package_info | Get model-specific package file and hash | No |
list_remote_files | List files on remote device path | Yes |
copy_package | Copy firmware package via SCP with checksum | Yes |
install_package | Install firmware with pre-flight checks (unlink flag for EX2300/EX3400) | Yes |
rollback_package | Rollback to previous package version | Yes |
schedule_reboot | Schedule device reboot at specified time | Yes |
| Tool | Description | Connection |
|---|---|---|
collect_rsi | Collect RSI/SCF with model-specific timeouts | Yes |
collect_rsi_batch | Collect RSI/SCF from multiple devices in parallel (supports tag filter) | Yes |
Equivalent to the junos-ops check subcommand modes. All three reuse the junos-ops display layer for table rendering.
| Tool | Description | Connection |
|---|---|---|
check_reachability | Probe NETCONF reachability + available disk space per host (fast: no facts, 5s TCP probe) | Yes |
check_local_inventory | Verify local firmware checksums against config.ini inventory | No |
check_remote_packages | Verify staged firmware checksum + available disk space on devices (post-SCP verification) | Yes |
| Tool | Description | Connection |
|---|---|---|
daily_brief | Morning health check across multiple devices in parallel — alarms, interface up/down, syslog alert patterns within a look-back window (since_hours, default 18 h), dual-RE faults ([RE_FAULT]; skipped on SRX chassis clusters, whose facts misreport RE status — a failed cluster node surfaces via chassis alarms instead), and an optional inet.0 route-count baseline (route_baseline, e.g. tags=["main"], route_baseline=152). Returns a CRITICAL/WARNING/OK Markdown summary. | Yes |
daily_brief_start / daily_brief_result | Run the same sweep as a background job for fleets too large for one call (a hosted client's per-call limit is about 60 s): daily_brief_start returns a job_id at once, poll daily_brief_result until done. The synchronous daily_brief now stops after JUNOS_DEADLINE seconds (default 45; 0 disables) and lists unfinished hosts under NOT CHECKED. | Yes |
All destructive operations (push_config, copy_package, install_package, rollback_package, schedule_reboot) default to dry-run mode (dry_run=True). The AI assistant must explicitly set dry_run=False to make changes.
push_config provides additional safety features not found in other Junos MCP servers:
commit confirmed but intentionally skips the final commit. JUNOS auto-rolls back after confirm_timeout minutes. Useful for restarting services that lack a request ...restart command (e.g. syslog daemon on EX3400 post-upgrade).RPC timeout and the per-call deadline. Every load/commit RPC uses timeout from the host's config.ini section, else the junos-ops model default: 180 s on SRX branch models (SRX300/320/340/345 and the like, whose commits can exceed 30 s), 120 s otherwise. It is never shortened. With JUNOS_DEADLINE set (default 45 s; 0 disables), push_config runs the push as a background job and waits for it until shortly before the deadline: if it finishes, the answer is the same as without a deadline; if not, the answer says Still running with a job_id to poll with push_config_result. push_config_start returns the diff and the job_id without waiting for the commit; the job loads and diffs the change and then commits on the same locked session, so what is committed is exactly the diff returned. A failure after commit confirmed has been sent is reported as a possibly pending commit that rolls back on the device after confirm_timeout minutes. Only one push per host runs at a time; a second one is refused, and other tools on that host wait at most until the deadline and then answer host busy.
config.inipip install junos-mcp
Or for development:
git clone https://github.com/shigechika/junos-mcp.git
cd junos-mcp python3 -m venv .venv . .venv/bin/activate pip install -e ".[test]"
python -m junos_mcp --help
| Option | Description |
|---|---|
-V, --version | Print version and exit |
--check | Load config.ini, list routers, and exit (exit code 1 on error) |
--check-host HOSTNAME | With --check, also open a NETCONF session to verify reachability/auth |
--transport {stdio,streamable-http} | Transport protocol (default: stdio) |
--host HOST / --port PORT | streamable-http only: address and port to listen on (default: 127.0.0.1 / 8000). Use these rather than FASTMCP_HOST / FASTMCP_PORT, which MCP Python SDK 2.x no longer reads |
--check is handy to verify JUNOS_OPS_CONFIG and config.ini are reachable before registering the server with an AI assistant. Combine with --check-host rt1 to also confirm that credentials actually authenticate against a real device.
run_show_command_batch, collect_rsi_batch, and get_router_list accept an optional tags argument. The grammar matches the junos-ops --tags CLI flag (since junos-mcp 0.9.0 / junos-ops 0.16.6):
hostnames on batch tools, the result is the intersection (tags filter further narrowed by names). An empty intersection returns an error.# 1 group, 1 tag — hosts tagged "main"
run_show_command_batch(command="show route summary", tags=["main"])
collect_rsi_batch(tags=["tokyo,edge"])
get_router_list(tags=["main", "backup"])
run_show_command_batch(command="show version", tags=["tokyo,core", "backup"])
run_show_command_batch( command="show version", hostnames=["rt1.example.jp", "rt2.example.jp"], tags=["backup"], )
See the junos-ops tag documentation for how to tag sections in config.ini and for the matching CLI grammar.
run_show_command and run_show_commands accept an optional output_format parameter:
| Value | Description |
|---|---|
"text" | Default. Plain-text CLI output (same as typing the command) |
"json" | NETCONF JSON output — device returns a structured dict |
"xml" | NETCONF XML output — device returns pretty-printed XML |
Note: CLI pipe stages (| match, | last, | count, etc.) are silently dropped regardless of output_format. PyEZ's Device.cli() sends the command over NETCONF RPC, which JunOS does not pipe-process. Run the command without pipes and filter client-side instead. For a single command, run_show_command_batch's grep_pattern argument (see below) offers server-side-style filtering — even against a single host, by passing a one-element hostnames list — but it always fetches plain-text output internally (it cannot be combined with output_format="json"/"xml"), and it only accepts one command at a time, so it isn't a drop-in workaround for run_show_commands' multi-command case.
# Get structured BGP summary data
run_show_command("router-a", "show bgp summary", output_format="json")
run_show_command_batch accepts an optional grep_pattern argument (Python re pattern). When set, only lines matching the pattern are kept from each host's output. Header lines (starting with #) are always preserved. Hosts with no matching lines show (no match).
This reduces large batch results — for example, 93 routers × show route summary — from hundreds of KB to a few hundred bytes by extracting just the relevant lines:
# Extract only the inet.0 destination count from 93 routers
run_show_command_batch( command="show route summary", tags=["main"], grep_pattern=r"inet\.0:\s+\d+ destinations", )
junos-mcp maintains a per-host NETCONF connection pool. Reusing an idle Device avoids the TCP/NETCONF handshake on every tool call; the pool serialises concurrent operations on the same host through a per-host lock.
| Environment variable | Default | Description |
|---|---|---|
JUNOS_MCP_POOL | 1 (enabled) | Set to 0 to disable the pool and open a fresh connection per call |
JUNOS_MCP_POOL_IDLE | 60 | Idle timeout in seconds. Connections unused longer than this are closed on the next call. Set to 0 to disable eviction |
Security note: pooled connections are long-lived SSH sessions. In environments where session duration is restricted by policy, set JUNOS_MCP_POOL_IDLE to a value shorter than the inactivity limit, or set JUNOS_MCP_POOL=0 to disable the pool entirely.
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요