Borrowing it
Nothing to install: this file belongs to shigechika/junos-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/shigechika/junos-mcp/main/.github/copilot-instructions.mdgit clone --depth 1 https://github.com/shigechika/junos-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/shigechika/junos-mcp/copilot-instructions)<a href="https://agentmods.dev/instructions/shigechika/junos-mcp/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/shigechika/junos-mcp/copilot-instructions/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/shigechika/junos-mcp/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/shigechika/junos-mcp/copilot-instructions.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.02585 | $0.02585 |
| Opus 5.5 | $0.01034 | $0.01034 |
| Sonnet 5.5 | $0.00517 | $0.00517 |
| Haiku 4.5 | $0.00259 | $0.00259 |
Grade A, and why
junos-mcp copilot-instructions.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 181 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository overview
junos-mcp is an MCP (Model Context Protocol) server that exposes
junos-ops (a Juniper JUNOS CLI
tool/library) to AI assistants over stdio (default) or
streamable-http transport. Built on the official mcp Python SDK's
MCPServer (junos_mcp/server.py; the dependency is mcp>=2,<3), with per-host NETCONF connection pooling
in junos_mcp/pool.py.
See CLAUDE.md (Japanese) for the authoritative module/tool inventory and
design notes — read it before reviewing changes to server.py or pool.py.
Its tool/test counts have drifted upward before as tools were added, so don't
treat those numbers in CLAUDE.md as exact — check
grep -c '^@mcp.tool' junos_mcp/server.py and the test run output instead of
citing a possibly-stale figure in review comments.
Build & validate
python3 -m venv .venv
. .venv/bin/activate
pip install -e ".[test]"
pytest tests/ -v
This mirrors .github/workflows/test.yml (matrix over Python 3.12–3.14 on
Linux, plus one Windows 3.12 job specifically to guard against stdio
newline regressions, modelcontextprotocol/python-sdk#2433), plus a lint
job running ruff check . at a pinned version. ruff format is
deliberately not gated (see ruff.toml) and there is no black/mypy
job — don't hold diffs to a formatting or typing standard this repo
hasn't opted into, and don't restate what ruff check already enforces.
What to focus review on in this repo
1. stdio transport: stdout is the JSON-RPC channel
server.py's module docstring documents the actual mechanism: junos-ops
core functions (≥0.16.9) return structured dicts and never print; MCP
tools render text via junos_ops.display.format_*(result), which return
a string rather than printing one. No contextlib.redirect_stdout exists
anywhere in the module — it isn't needed because nothing on this path calls
print(). Flag any new tool code in server.py that calls print(),
writes to stdout directly, or lets a dependency's default logging fall
through to stdout.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago Changed · +9 tokens per session eec5ee47d900
- 2mo ago First seen · 181 lines · 2,576 tokens per session scan A 721ebde78f25
junos-mcp copilot-instructions.md is an instructions file published in the GitHub repository shigechika/junos-mcp (1 stars, last pushed 11d ago), licensed Apache-2.0. It adds 2,585 tokens to every session, about $0.0103 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
junos-mcp copilot-instructions.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| junos-mcp copilot-instructions.mdshigechika/junos-mcp | Instructions file | 1 | 11d ago | Apache-2.0 | A | 2,585 | GitHub Copilot |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |