Borrowing it
Nothing to install: this file belongs to chals-go/kakaocloud-openapi-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/chals-go/kakaocloud-openapi-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/chals-go/kakaocloud-openapi-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/chals-go/kakaocloud-openapi-mcp/claude-md)<a href="https://agentmods.dev/instructions/chals-go/kakaocloud-openapi-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/chals-go/kakaocloud-openapi-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/chals-go/kakaocloud-openapi-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/chals-go/kakaocloud-openapi-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 | $0.00185 | $0.00185 |
| Opus 5.5 | $0.00074 | $0.00074 |
| Sonnet 5.5 | $0.00037 | $0.00037 |
| Haiku 4.5 | $0.00018 | $0.00018 |
Grade A, and why
kakaocloud-openapi-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
KakaoCloud OpenAPI MCP
카카오클라우드 OpenAPI를 AI 코딩 어시스턴트에서 쉽게 활용할 수 있도록 하는 MCP 서버 프로젝트.
하네스: 카카오클라우드 MCP 개발
목표: 카카오클라우드 OpenAPI 문서를 수집/구조화하고, AI가 API 정보를 조회할 수 있는 MCP 서버를 개발한다.
트리거: 카카오클라우드 MCP 개발, API 수집, MCP 서버 구현, 서비스 추가, 테스트 등 MCP 개발 관련 작업 요청 시 kakaocloud-mcp-orchestrator 스킬을 사용하라. 단순 질문은 직접 응답 가능.
변경 이력:
| 날짜 | 변경 내용 | 대상 | 사유 |
|---|---|---|---|
| 2026-04-09 | 초기 구성 | 전체 | - |
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 · 15 lines · 185 tokens per session scan A 06b68a590979
kakaocloud-openapi-mcp CLAUDE.md is an instructions file published in the GitHub repository chals-go/kakaocloud-openapi-mcp (1 stars, last pushed 6mo ago), licensed MIT. It adds 185 tokens to every session, about $0.0007 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.
kakaocloud-openapi-mcp CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| kakaocloud-openapi-mcp CLAUDE.mdchals-go/kakaocloud-openapi-mcp | Instructions file | 1 | 6mo ago | MIT | A | 185 | Claude Code |
| plan-forge dapr.instructions.mdsrnichols/plan-forge | Instructions file | 6 | 2d ago | MIT | A | 4,975 | 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 |