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PopNx MCPAI를 쓰는 사람을 위한 MCP 서버 · 쉬운 말로 설명해요

crapkit

제작자: JeanFrancoisGagne버전 0.8.1i★ –i내 컴퓨터에서 실행
레지스트리 이름io.github.JeanFrancoisGagne/crapkit

설치

개요

제작자가 쓴 설명(영어 원문)

Twelve tools to inspect CRAP scores, find work, and check edited functions against their ceiling.

PopNx MCP의 세 기둥

이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.

할 수 있는 일

이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.

  • 연결 방식: 내 컴퓨터에서 실행
  • 전송 방식: stdio
  • 카테고리: 기타

설치

쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.

설치하기 전에

  • 기본 점검: 1개 중 1개 통과
  • 내 컴퓨터에서 내 사용자 계정의 권한(파일, 네트워크, 앱)으로 실행돼요.
  • 레지스트리에 입력해야 할 키가 나와 있지 않아요.

필요한 것

  • PyPIPython의 uv 설치(uvx 명령어용)

어떤 앱을 쓰세요?

위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.

Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요

{
  "mcpServers": {
    "crapkit": {
      "command": "uvx",
      "args": [
        "crapkit",
        "mcp"
      ]
    }
  }
}

터미널에서 이 명령어를 실행하세요

claude mcp add crapkit -- uvx crapkit mcp

Cursor에서 열기

또는 설정을 직접 복사하기

프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요

{
  "mcpServers": {
    "crapkit": {
      "command": "uvx",
      "args": [
        "crapkit",
        "mcp"
      ]
    }
  }
}

브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.

VS Code에서 열기

또는 설정을 직접 복사하기

프로젝트의 .vscode/mcp.json에 붙여 넣으세요

{
  "servers": {
    "crapkit": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "crapkit",
        "mcp"
      ]
    }
  }
}

브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.

이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.

선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.

이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.

할 수 있는 일

내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.

기본 점검i

누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검

  • ✓ 통과

    제작자와 저장소 일치

    레지스트리 이름이 GitHub 계정 JeanFrancoisGagne 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요

  • … 아직 점검 안 함

    계속 관리되고 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • … 아직 점검 안 함

    라이선스 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • – 해당 없음

    엔드포인트 응답

    내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요

  • – 해당 없음

    OAuth로 로그인

    내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요

  • … 아직 점검 안 함

    도구 설명에 숨겨진 지시 없음

    내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요

기타 카테고리의 다른 서버와 비교i

  • 이 카테고리의 다른 서버 18345개 중 0%보다 스타가 많아요
  • 이 카테고리의 다른 서버 18345개 중 55%보다 최근에 레지스트리에 공개됐어요
  • 기본 점검 결과가 이 카테고리의 다른 서버 18345개 중 100%와 같거나 더 좋아요

레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.

자주 묻는 질문

crapkit, 안전한가요?

해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.

어떤 키나 코드가 필요한가요?

레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.

내 컴퓨터에서 실행되나요, 클라우드에서 실행되나요?

내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).

아직 관리되고 있나요?

GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.8.1)은 37일 전 레지스트리에 올라왔어요.

어떤 앱에서 쓸 수 있나요?

Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Python (uv)도 있어야 해요.

대신 쓸 수 있는 건 뭐가 있나요?

같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, ScienceShot science reference

대안

같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.

카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i

Spec Driven Development

제작자: formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

내 컴퓨터에서 실행★ 440MIT14개월 전 업데이트
설치

Remote Desktop Commander

제작자: desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

클라우드에서 실행★ 211그저께 업데이트
설치

ScienceShot science reference

제작자: scienceshot.com

Sourced, citable answers in radiation and particle physics, photonics, electronics and quantum.

클라우드에서 실행오늘 업데이트
설치

제작자의 README

README 열기

제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.

crapkit

crapkit scores every function in your repo on complexity times uncovered risk, ranks the worst ones by how often the file changes, and blocks commits that add more. It reads Python, TypeScript, TSX, JavaScript, Swift, Go, Rust, shell, PowerShell, C and C++, Objective-C, Vue, Java and Zig through lizard, and joins per-function branch coverage from the istanbul or coverage.py artifact your own test command already writes. JSON commands use sorted keys and a versioned schema for scripts, coding agents and the optional MCP server.

CRAP = ccn^2 * (1 - cov)^3 + ccn

The name is not ours: C.R.A.P. (Change Risk Anti-Patterns) was coined for crap4j by Alberto Savoia and Bob Evans in 2007.

ccn is the smaller of standard and modified cyclomatic complexity, both read off one lizard pass. cov is branch coverage inside the function's span; with no branches it falls back to statement coverage, and with no statements to invoked-or-not, so a half-executed straight-line function never reads as fully covered.

Above the ceiling, coverage cannot save you. Decompose. At the default ceiling of 6, a function at ccn 7 with 100% coverage still scores 7 and still fails the gate. The only move that clears it is splitting the function.

Why 6 and not 30. crap4j's conventional threshold of 30 is a CRAP score: it lets an untested ccn 5 through (25 + 5 = 30) and a fully covered ccn 30 too. crapkit's default is a complexity ceiling, because coverage can at best collapse CRAP to ccn, and a function you cannot cover past ccn 6 is one you decompose. Set target = 30 in crapkit.toml if you want the crap4j number. A repo with existing debt does not need to: ratchet seed marks today's over-ceiling functions at today's score, the gate then judges only the functions a change touches, and marks may only fall, so adoption never starts with a wall of red. Next to crap4py, radon, xenon, wily and SonarQube: docs/comparison.md.

crapkit scores git-tracked files only. Source you have not git added is invisible to it; init and verify name the first three such files they find.

Start withWhen
Install and the 60-second startYou want the first score in an existing Git repository.
Python or TypeScript quickstartYou want a worked example from setup through a passing verify.
AdoptionYou need to choose scopes, wire tests or introduce a ratchet to existing debt.
UpgradingYou already have saved runs, ratchet marks or an installed plugin.
Subcommands and JSON/MCP referenceYou are scripting commands or connecting a coding agent.

The 60-second start

pip install crapkit

cd your-repo crapkit init # write crapkit.toml and ignore measurement output crapkit doctor # check scopes, test commands and coverage dependencies crapkit coverage # runs the lane, joins coverage, stores a scored run crapkit worklist # the ranked risk map crapkit ratchet seed git add crapkit.toml crapkit-ratchet.tsv .gitignore git commit -m "adopt crapkit" crapkit verify # the first passing verdict

Not a Python repo? uvx crapkit init runs the same commands and adds nothing to your manifest: see A repo that is not Python. A Python repo skips uvx and installs crapkit as above, or with uv tool install or pipx install; that section says why. pip stops with externally-managed-environment? See When pip refuses.

coverage measures a commit, so a fresh git init repo needs its first commit before it. Until then it exits 4 and says so:

$ crapkit coverage

crapkit: the git repository at /repo has no commit yet: crapkit measures a commit, so make the first one (git add, then git commit) and run it again

init detects pytest, Vitest and Jest from the repository's own files. Review the generated config before running its commands. When detection leaves a commented lane, fill it in using the lane recipes. Commit the adoption files, then run crapkit verify to establish a passing verdict. Install the commit gate when the config and ratchet are ready. Each step prints the next one: init names coverage, coverage names worklist, worklist names ratchet seed, and ratchet seed names the commit and verify.

coverage scores, worklist ranks:

$ crapkit coverage

run 1 @ fae4db93108: 2 functions scored: 2 measured, 1 over ceiling 6, CRAP load 41.0, grade F -> next: crapkit worklist

$ crapkit worklist worklist @ fae4db93108 (run 1, floor ccn>=5, churn 12mo) - 1 of 1 active (worklist_top 50), 0 dormant risk 14.0 ccn 14 crap 38.5 cov 50% 1c/1a calc/grade.py:7 classify( score , attempts , late , bonus ) no crapkit-ratchet.tsv yet: seed marks each function over its ceiling at today's score, and from then on a mark may only fall -> next: crapkit ratchet seed

risk 14.0 is ccn times a churn weight of one: a one-commit repo has no spread of commits to weight, so each commit counts once and the ranking is complexity order until the history grows (Risk). crap 38.5 and cov 50% are the score and the coverage behind it.

ratchet seed signs today's debt at today's score. From then on marks only ever fall, so the repo can get better and never worse while you burn it down.

One thing stops most first runs: the coverage plugin. init writes a lane that shells out to your own test runner, and the runner needs its coverage package installed: pytest-cov for pytest, @vitest/coverage-v8 (pinned to your vitest major) for vitest. Without it the lane produces no artifact and coverage exits 5 quoting the runner's own error. A pytest lane also needs coverage.py 7.13.1 or newer, which writes the function start lines crapkit reads; an older one fails the lane at exit 5. For pytest, init probes the python its lane will run and prints the install command when pytest_cov is missing; pip install "crapkit[py]" pulls the plugin alongside crapkit when the two share a venv. On a Windows PATH holding only the py launcher it writes py, not a python3 the lane could never run, and when cmd.exe cannot start the interpreter at all (exit 9009, the Store alias) it names that instead of guessing at pytest-cov. A repo that pins no lockfile and carries its own .venv gets that venv's interpreter in the lane, when that interpreter can import pytest, rather than whichever python the shell answers with. The two quickstarts below walk a real repo end to end.

On Windows a lane command is read by cmd.exe, the shell that will run it, not by sh. Double quotes are the portable quoting. A single-quoted value is refused at config load with exit 3, because cmd.exe would hand pytest five words and the lane would write no artifact:

# the lane in crapkit.toml

command = "python -m pytest -m 'not live and not perf' --cov=calc --cov-branch --cov-report=json:.crapkit/cov/py.json"

$ crapkit doctor crapkit: lane 'py': positional argument 'live' narrows a full-suite coverage run; drop it, attach it to the flag it belongs to (-n8, --numprocesses=8), or set full_suite = false deliberately (cmd.exe does not treat ' as a quote: write the value in double quotes); a suite whose testpaths cannot be collected in one process needs one lane per testpath, each with full_suite = false and its own artifact

Write it -m "not live and not perf". Carets, && and | segments, redirections and empty quoted arguments all read the way the shell reads them, so a chained lane (cd tests && python -m pytest --cov ...) is checked one segment at a time. doctor reads a lane the same way, and FAILs one whose runner will not start.

Install

pip install crapkit

That is the release on PyPI. For the unreleased tip of main, or from a local clone (run at the clone root):

pip install git+https://github.com/JeanFrancoisGagne/crapkit.git

pip install .

Commits on main between two releases carry the same version string, and pip keeps an installed crapkit whose version matches, so running the git line again after a new commit leaves the old code in place. This line replaces it with the tip:

pip install --force-reinstall --no-deps git+https://github.com/JeanFrancoisGagne/crapkit.git

pip install . in a clone rebuilds on every run and needs no flag.

When pip refuses

Debian 12, Ubuntu 23.04 and later, Homebrew and uv mark the Python they install as theirs (PEP 668), and pip refuses to write into it with error: externally-managed-environment:

$ pip install crapkit

error: externally-managed-environment

Give crapkit an environment of its own. Either line installs it into one and puts a crapkit command in ~/.local/bin (%USERPROFILE%\.local\bin on Windows), the command the agent plugins start:

pipx install crapkit

uv tool install crapkit

When that directory is not on PATH yet, the installer says so and names the fix: pipx ensurepath, or uv tool update-shell. Open a new shell after either. The python on PATH does not hold this install, and the commit hook runs the crapkit command before it tries python, so it reaches either install as printed.

A Python repo can carry crapkit in its own venv instead, beside the test dependencies its lane runs:

python3 -m venv .venv

. .venv/bin/activate pip install "crapkit[py]"

The same from cmd.exe on Windows:

python -m venv .venv

.venv\Scripts\activate pip install "crapkit[py]"

--break-system-packages makes pip write into the system Python anyway, where the next OS package update can break crapkit or the OS's own tools. None of the routes above needs it.

A repo that is not Python

crapkit is a command-line tool, never a dependency of the code it scores. A TypeScript, Go or Rust repo adds nothing to its own manifest. With uv on the machine, uvx fetches crapkit into a cache of its own and runs it:

$ uvx crapkit init

wrote crapkit.toml with 1 scope(s): src detected 1 lane(s) from this repo's own files: js - next: run uvx crapkit coverage added to .gitignore: .crapkit/

$ uvx crapkit coverage $ uvx crapkit worklist

uvx puts no crapkit on PATH, so every next step crapkit prints under uvx starts with uvx crapkit. The lane still runs your own test runner, so Vitest or Jest and its coverage package come from the repo's node_modules as t

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