Borrowing it
Nothing to install: this file belongs to SonAIengine/ku-portal-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/SonAIengine/ku-portal-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/SonAIengine/ku-portal-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/sonaiengine/ku-portal-mcp/claude-md)<a href="https://agentmods.dev/instructions/sonaiengine/ku-portal-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/sonaiengine/ku-portal-mcp/claude-md/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/sonaiengine/ku-portal-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/sonaiengine/ku-portal-mcp/claude-md.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 | $0.00292 | $0.00292 |
| Opus 5 | $0.00146 | $0.00146 |
| Sonnet 5 | $0.00058 | $0.00058 |
| Haiku 4.5 | $0.00029 | $0.00029 |
Grade C, and why
ku-portal-mcp CLAUDE.md scanned grade C with 1 finding 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 9d 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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
- dist/ 비우고 빌드 후 배포: `rm -rf dist && hatch build && twine upload dist/*` What it actually says
ku-portal-mcp
고려대학교 KUPID 포털 + Canvas LMS 연동 MCP 서버 (PyPI 배포)
기술 스택
- Python 3.10+, FastMCP (mcp[cli])
- httpx + BeautifulSoup4 (스크래핑)
- hatchling (빌드), twine (배포)
주요 명령어
- 개발:
uv run python run.py - 테스트:
pytest - 빌드:
hatch build - 배포:
python3 -m twine upload dist/* - 린트:
ruff check . --fix && ruff format .
프로젝트 구조
ku_portal_mcp/— MCP 서버 코드 (tools 32개)run.py— 로컬 실행 진입점pyproject.toml— 패키지 메타데이터 (현재 v0.19.0)
배포 주의사항
- PyPI 토큰:
~/.pypirc에 설정됨 - 버전 올릴 때 pyproject.toml의 version 수정
- dist/ 비우고 빌드 후 배포:
rm -rf dist && hatch build && twine upload dist/* - 배포 후 uv 캐시 갱신:
uv cache clean ku-portal-mcp→ Claude Code 재시작
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.
- 9d ago First seen · 27 lines · 292 tokens per session scan C 9cb104fb6b7c
ku-portal-mcp CLAUDE.md is an instructions file published in the GitHub repository SonAIengine/ku-portal-mcp (13 stars, last pushed 28d ago), licensed MIT. It adds 292 tokens to every session, about $0.0015 per session on Opus 5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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