airkorea-statistics-mcp: Instructions file for Claude Code

CLAUDE.md

airkorea-statistics-mcp CLAUDE.md is an instructions file for Claude Code from hlucent/airkorea-statistics-mcp. It costs 2,222 tokens per session, scanned A, original, MIT.

A set of Claude Code instructions for an air-quality statistics MCP server. It describes how to use AirKorea data, an air-quality information service in South Korea, and how to implement and test the project safely.

In plain words
What is it for?
Guiding implementation and local measurement tests for AirKorea statistics, including JSON or XML response handling and safe parsing of numeric fields.
Why use it?
It gives the coding agent a fixed starting document, limits repeated retries, handles known API response formats and numeric conversion issues, and prevents it from deploying to Fly.io on its own.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions CLAUDE.md; mentions Claude Code.

This is hlucent/airkorea-statistics-mcp's own configuration. It tells Claude Code how to work on airkorea-statistics-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything airkorea-statistics-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to hlucent/airkorea-statistics-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.

Copy the file
curl -O https://raw.githubusercontent.com/hlucent/airkorea-statistics-mcp/master/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/hlucent/airkorea-statistics-mcp

Made for: Claude Code.

Wrote 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.

agentmods badge for airkorea-statistics-mcp CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/hlucent/airkorea-statistics-mcp/claude-md/github.svg)](https://agentmods.dev/instructions/hlucent/airkorea-statistics-mcp/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/hlucent/airkorea-statistics-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/hlucent/airkorea-statistics-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.

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Your own site · 80×15
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Per session 2,222 This file is loaded in full into every session.
When invoked 2,222 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.02222 $0.02222
Opus 5 $0.01111 $0.01111
Sonnet 5 $0.00444 $0.00444
Haiku 4.5 $0.00222 $0.00222

Measured 8d ago against content hash 1f1b33c41720, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

airkorea-statistics-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 8d 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.

CLAUDE.md · 196 lines

How it starts

The opening of the file, as written. The whole thing — 196 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md — airkorea-statistics-mcp 개발 지침 (Claude Code용)

0. 시작 전 필독

DEVPLAN.md 하나만 먼저 읽고 시작한다. 다른 문서는 재탐색하지 않는다. 웹서치 금지 — API 스펙은 DEVPLAN.md에 이미 있다.


1. 절대 규칙

  • DEVPLAN.md 하나만 먼저 읽고 시작. 다른 문서 재탐색 금지.
  • 웹서치 금지.
  • 불확실하면 추측성 재설계 대신 기본값 1개로 구현 후 DEVLOG.md에 "확인 필요"로 기록.
  • 동일 오류 최대 3회까지만 재시도. 3회 실패 시 기록하고 사용자에게 보고.
  • 역할은 "코드 구현 + 로컬 실측 테스트"까지다. fly launch, fly secrets set, flyctl deploy, fly logs 등 fly.io 관련 명령은 절대 스스로 실행하지 않는다.
  • 배포 준비(코드 구현, 로컬 테스트, git commit/push)가 끝나면 아래 "작업 순서"의 정지 시점에서 멈추고, 사용자에게 PowerShell에서 배포를 진행하라고 안내한다.

2. 기술적으로 반드시 적용할 것 (과거 실패 원인 → 재발 방지)

2-1. .env 관련

BOM 문제로 python-dotenv가 키를 못 읽었던 사례가 있음. .env는 항상 UTF-8(BOM 없음)로 저장한다.

2-2. stateless_http=True 필수

mcp.run(transport="streamable-http", host="0.0.0.0", port=port, stateless_http=True)

이 옵션 없이 배포하면 Claude.ai 커넥터에서 "사용 가능한 도구 없음"으로 보이는 문제가 발생했던 전례가 있으므로 절대 빠뜨리지 않는다.

2-3. 응답 파싱은 JSON 우선, XML 폴백 필수

에러 응답이 returnType=json 요청에도 XML로 돌아올 수 있다 (1·2단계 실측 확인). response.json()ValueError를 던지면 정규식으로 <CODE>/<MESSAGE> 또는 <resultCode>/<resultMsg> 패턴을 추출하는 폴백을 반드시 구현한다.

2-4. 숫자 필드는 항상 안전하게 변환

def _safe_float(v):
    if v is None or v in ("", "-"):
        return None
    try:
        return float(v)
    except (ValueError, TypeError):
        return None

이 서비스(ArpltnStatsSvc)는 결측과 실측 0을 구분해야 하는 대기질 데이터이므로, 0 대신 None을 반환하는 것을 기본으로 한다. 실측 결과에 따라 조정.

2-5. IP 추출 — Fly-Client-IP 우선

def _get_client_ip(request: Request) -> str:
    fly_client_ip = request.headers.get("fly-client-ip")
    if fly_client_ip:
        return fly_client_ip.strip()
    forwarded = request.headers.get("x-forwarded-for")
    if forwarded:
        return forwarded.split(",")[0].strip()
    return request.client.host if request.client else "unknown"

2-6. CORS preflight(OPTIONS)는 rate limit 카운터에서 제외

class RateLimitMiddleware(BaseHTTPMiddleware):
    async def dispatch(self, request: Request, call_next):
        if request.method == "OPTIONS":
            return await call_next(request)
        # ... 이하 카운팅 로직

Read the full file on GitHub · 196 lines

Changes

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.

  1. 8d ago First seen · 196 lines · 2,222 tokens per session scan A 1f1b33c41720

Subscribe to this mod's changes

airkorea-statistics-mcp CLAUDE.md is an instructions file published in the GitHub repository hlucent/airkorea-statistics-mcp (0 stars, last pushed 16d ago), licensed MIT. It adds 2,222 tokens to every session, about $0.0111 per session on Opus 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.

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