Borrowing it
Nothing to install: this file belongs to LEEseungseok-01/knu-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/LEEseungseok-01/knu-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/LEEseungseok-01/knu-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/leeseungseok-01/knu-mcp/claude-md)<a href="https://agentmods.dev/instructions/leeseungseok-01/knu-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/leeseungseok-01/knu-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/leeseungseok-01/knu-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/leeseungseok-01/knu-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 | $0.00565 | $0.00565 |
| Opus 5.5 | $0.00226 | $0.00226 |
| Sonnet 5.5 | $0.00113 | $0.00113 |
| Haiku 4.5 | $0.00056 | $0.00056 |
Grade A, and why
knu-mcp CLAUDE.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 2mo 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.
What it actually says
CLAUDE.md
Model Context Protocol(MCP) 서버 프로젝트. Python 기반.
이 파일은 매 세션 자동으로 읽힘. 코드가 생기면 아래 TODO 자리를 실제 내용으로 채운다.
목표
강원대 춘천캠퍼스 공개 정보를 MCP tool로 노출. Claude/Cursor/Cline 등 MCP 클라이언트에서 자연어로 조회. v1 tool 3종: 학사일정 / 학식 / 공지 검색. 로그인 필요한 것(수강신청·성적·도서관좌석)은 범위 밖. 차별화 = LLM이 여러 tool 조합해 "캠퍼스 브리핑" 한방 응답. 나중: 300번 버스 실시간(공공데이터 API).
스택
- 언어: Python
- 패키지 관리:
- MCP SDK:
실행 / 개발
# 설치: (예: uv sync)
# 실행: (예: python -m server)
# 테스트: (예: pytest)
구조
규칙 / 컨벤션
Karpathy CLAUDE.md 4원칙 (출처: github.com/forrestchang/andrej-karpathy-skills). 사소한 작업엔 판단껏.
- Think Before Coding — 가정은 명시. 해석 여러 개면 다 제시하고 하나 몰래 고르지 말 것. 애매하면 멈추고 질문.
- Simplicity First — 요청한 것만. 단일 사용 코드에 추상화·설정·"유연성" 금지. 불가능한 시나리오 에러처리 금지. 200줄이 50줄로 되면 다시 써라. (= ponytail)
- Surgical Changes — 건드릴 것만 건드림. 인접 코드 "개선"·리팩터 금지. 기존 스타일 따름. 남의 dead code는 언급만, 삭제 금지. 바뀐 모든 줄은 요청에 직결돼야 함.
- Goal-Driven Execution — 작업을 검증가능 목표로: "검증 추가"→"invalid 입력 테스트 쓰고 통과". 성공기준 정하고 통과까지 루프.
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.
- 2mo ago First seen · 40 lines · 565 tokens per session scan A ec0a1204a8fb
knu-mcp CLAUDE.md is an instructions file published in the GitHub repository LEEseungseok-01/knu-mcp (0 stars, last pushed 3mo ago), licensed MIT. It adds 565 tokens to every session, about $0.0023 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.
knu-mcp CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| knu-mcp CLAUDE.mdLEEseungseok-01/knu-mcp | Instructions file | 0 | 3mo ago | MIT | A | 565 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
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| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,649 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| vscode model-prompts.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 2,022 | GitHub Copilot |