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PopNx MCPAI를 쓰는 사람을 위한 MCP 서버 · 쉬운 말로 설명해요

closure_drift

제작자: luizfnsilva버전 1.5.0i★ –i내 컴퓨터에서 실행
레지스트리 이름io.github.luizfnsilva/closure_drift

설치

개요

제작자가 쓴 설명(영어 원문)

Before an agent tags a release: does that version label already name different code in the git tags?

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: 개발자 도구

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

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": {
    "closure-drift": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/luizfnsilva/closure_drift:1.5.0"
      ]
    }
  }
}

터미널에서 이 명령어를 실행하세요

claude mcp add closure-drift -- docker run -i --rm ghcr.io/luizfnsilva/closure_drift:1.5.0

Cursor에서 열기

또는 설정을 직접 복사하기

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

{
  "mcpServers": {
    "closure-drift": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/luizfnsilva/closure_drift:1.5.0"
      ]
    }
  }
}

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": {
    "closure-drift": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/luizfnsilva/closure_drift:1.5.0"
      ]
    }
  }
}

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 luizfnsilva 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

개발자 도구 카테고리의 다른 서버와 비교i

  • 이 카테고리의 다른 서버 1395개 중 0%보다 스타가 많아요
  • 이 카테고리의 다른 서버 1395개 중 94%보다 최근에 레지스트리에 공개됐어요
  • 기본 점검 결과가 이 카테고리의 다른 서버 1395개 중 100%와 같거나 더 좋아요

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

자주 묻는 질문

closure_drift, 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(1.5.0)은 그저께 레지스트리에 올라왔어요.

어떤 앱에서 쓸 수 있나요?

Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Docker도 있어야 해요.

대신 쓸 수 있는 건 뭐가 있나요?

같은 카테고리에는: GitHub, Desktop Commander, Cloudflare MCP

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

GitHub

제작자: github

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

컴퓨터 또는 클라우드★ 34,245MIT4일 전 업데이트
설치

Desktop Commander

제작자: wonderwhy-er

MCP server for terminal commands, file operations, and process management

내 컴퓨터에서 실행★ 10,225MIT16일 전 업데이트
설치

Cloudflare MCP

제작자: cloudflare

Cloudflare MCP servers

클라우드에서 실행★ 4,446Apache-2.014개월 전 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.

closure_drift

Does `v1.4.2` mean one thing in your repository?

$ git clone -q https://github.com/psf/requests && cd requests

$ closure-drift --compare v2.16.0 v2.16.1 A v2.16.0 (commit bcd0e170ac20) label 2.16.0 closure 3d2886b87c2a7b94 17 file(s) B v2.16.1 (commit f687e9f3d8b0) label 2.16.0 closure 696b71ed6023f563 18 file(s) changed requests/init.py only in B requests/packages.py

============================================================== DIFFERS UNDER ONE LABEL: both declare 2.16.0, and the code differs in 2 path(s). If both were published, that label names two things.

Check it without this tool: git show v2.16.1:requests/__version__.py says 2.16.0. closure_drift reads the git history, not a package index: it shows what the tags contain, not which commit a published package was built from.

A version is a string a human edits. When two releases share a version and differ in code, one address names two artefacts — and nothing notices, because the version is all that was recorded.

One command checks it. Read-only, one file, no dependencies, no network.

Three ways in

Try it now (recommended first). See the three answers on tiny repositories it builds and deletes, then measure yours:

git clone -q https://github.com/luizfnsilva/closure_drift && python3 closure_drift/examples/demo.py

python3 closure_drift/closure_drift.py /path/to/your/repo

Or without cloning: curl -sO https://raw.githubusercontent.com/luizfnsilva/closure_drift/v1.5.0/closure_drift.py then python3 closure_drift.py inside any git repository. Needs Python 3.9+ and git. The last lines say what to do next. (./reproduce.sh is something else: it validates closure_drift itself, a long run, and does not look at your repository.)

With your agent. Install the skill (skills/closure-drift/), which tells the agent when to check before a tag and how to read the answer: gh skill install luizfnsilva/closure_drift closure-drift --agent claude-code (or codex, cursor, gemini-cli, github-copilot, …). In Claude Code, skill and MCP server together: /plugin marketplace add luizfnsilva/closure_drift. Other clients: integrations/.

In CI, the barrier that holds when nobody remembers to check: docs/CI.md. Exit 0 pass, 1 drift, 2 nothing decided (a failure by default).

Check before you tag

--would-tag answers: *if I tag this commit now, does its version already name different code?* After tagging, --tag NAME answers: *does this tag name the version its commit declares?* A tag pushed before the version was bumped fails there; in the study it is how 79 of the 87 labels in drift came about. On a tag push the Action runs --tag; on any other push, --would-tag.

# GitHub Actions
  • uses: actions/checkout@v4 with: { fetch-depth: 0 }
  • uses: luizfnsilva/closure_drift@v1.5.0

Push the workflow before the first tag: a tag pushed together with the workflow that should run on it may not start it (then run it by hand, with workflow_dispatch: in its on:). mode: measure concludes only from two distinct labels; on the first release it is inconclusive, exit 2, so gate with the default mode from the first tag.

# pre-commit, on git push
  • repo: https://github.com/luizfnsilva/closure_drift rev: v1.5.0 hooks: [{ id: closure-drift-would-tag }]

Other pipelines: docs/CI.md.

For AI agents

An agent needs two things: to know when to check (before it creates a tag, bumps a version or publishes), and a way to run the check. The skill gives the first; the MCP server, the second.

  1. The skill, in any agent that reads skills: gh skill install luizfnsilva/closure_drift closure-drift --agent claude-code (or codex, cursor, gemini-cli, github-copilot, …).
  2. In Claude Code, both at once, as a plugin: /plugin marketplace add luizfnsilva/closure_drift, then /plugin install closure-drift@closure-drift.
  3. The MCP server alone (standard library only, a would_tag tool), for other clients:
claude mcp add closure-drift -- uvx --from git+https://github.com/luizfnsilva/closure_drift closure-drift-mcp

Codex CLI, Gemini CLI, Cursor, VS Code, Windsurf, and a rule to paste into AGENTS.md, CLAUDE.md or .cursorrules: integrations/. An agent can still skip the check; the barrier is CI.

The answer

verdictexit
clean0every label names one closure, over at least as many points compared as not
drift1a label names more than one closure
any other verdict (list)2not enough to tell; the report says why
refusal2cause on stderr

Exit 0 means clean and nothing else. No input we tried produces a traceback, and no failure exits 1.

  • label — the version your project declares at each tag: in its build files, in the module they point to, or the tag itself when the version is derived from it
  • closure — SHA-256 over (path, git object id) of the files that determine your output

The report also says how many tags it could not compare.

Options

--would-tagwould tagging this commit reuse a label?
--tags 'py-*'only these tags are publication points (monorepos)
--at commitsyou publish at every commit
--closure 'src/**'which files determine your output
--strictclean only if every point was compared
--explain LABELwhich paths differ under a label in drift: --compare over every tag of that label, found by the scan
--compare A Btwo tags side by side
--version-file, --version-regexwhere the label is
--published FILEonly tags of versions you published: a local list, one per line. --tags picks by name; use this when a tag that matches was never released
--label-equality version1.0, 1.0.0 and v1 are one label
--modesa file's mode (executable bit, symlink) is part of the closure
--component NAMEone component of a monorepo (below)
--json, --badge, --diagnosereport (contract), README badge, bug-report block

Settings can be committed in .closure-drift.json. Flags override it, except beside components, where they need --component; a broken file is refused.

A monorepo declares its components, and gets one verdict each:

{"components": {

"python": {"tags": ["py-*"], "version_file": "py/pyproject.toml", "closure": ["py/**"]}, "rust": {"tags": ["rs-*"], "version_file": "rs/Cargo.toml", "closure": ["rs/**"]} }}

The answer is drift if any component is in drift, clean if all are clean, otherwise incomplete. Components are declared, never guessed. A gate in such a repository passes --component NAME to --would-tag.

What it found

The 100 most-downloaded PyPI projects with a public repository, at the defaults, measured with a build of 0.10.0 that prints the same reports as the release — rule and method fixed before the first run; no repository tuned (full table and every collision):

repositories
clean59
drift29
incomplete — fewer tags compared than not4
no version label found, or inconclusive8

A version label names two different code states in 29 of the 88 decided, 29 of all 100. Each of the 87 labels is in collisions.tsv, one line per tag involved, reproducible by hand:

$ closure-drift --compare v2.16.0 v2.16.1        # in psf/requests

DIFFERS UNDER ONE LABEL: both declare 2.16.0, and the code differs in 2 path(s).

A collision is not a verdict on a project. The usual causes are a tag created without bumping the version, branch markers such as 7.x, and tag families in a monorepo. A first run, kept in the repository, decided only 63 of 100 — it read the version from one file chosen at HEAD — and that is why this release finds the label where each project keeps it.

Six reference repositories, measured with 1.0.0 at every tag (tools/reference/):

Repositoryverdictlabels in drifttags compared
pallets/clickdrift3 of 6671 of 71
psf/requestsdrift3 of 140145 of 162
pypa/packagingclean0 of 5050 of 53
encode/httpxclean0 of 8888 of 88
impress/impress.jsdrift2 of 46 of 15
lodash/lodashdrift60 of 107209 of 440

Two causes: a release tagged without bumping the version (impress.js), and tag families sharing one version file (lodash). Neither project is badly run. --would-tag addresses the first, --tags or components the second.

Limits

  • It never runs your code and attests nothing. clean is about addressing, not reproducibility.
  • A change of file mode alone is not seen, unless --modes.
  • Never in the closure: folders test/, tests/, spec/, docs/, vendor/, node_modules/, .git/; files named *_test.*, *.test.*, *.md. A --closure glob that names one of these folders brings it in (--closure 'vendor/**'); .git/ and the file patterns never.
  • The default closure globs are a guess. Pass --closure.
  • Labels are compared as written: 1.0 and 1.0.0 are two labels, unless --label-equality version.
  • It reads git, not a package index: a tag never released counts, unless --published lists what was. A tag left off the list is left out of the analysis, not shown unpublished.
  • How the label is found is a set of rules, not a build: docs/LABELS.md.
  • In a gate, pass --version-file, or --published: the rules can still read the wrong file when one tag happens to agree with it.

Every failure found so far: docs/FAILURES.md. More: SCOPE.md, docs/WHY.md.

Safety

It starts git and, for a version pattern you supply, itself; nothing else. It never writes to the repository, and does not run commands named in that repository's git config. What is defended and what is not: THREAT_MODEL.md. Reporting: SECURITY.md.

Tests

Four suites, each pre-registered before the code. Scores are never added together.

suitemacOS, Python 3.14
tests/battery.py — acceptance proofs243 declared · 242 green · 0 red · 1 not run
tests/negative_controls.py — the battery must fail on a broken detector77 mutants · 77 caught · 0 not caught
tests/adversarial.py — written by reviewers who did not write the fixes315 attacks · 304 as required · 2 loose · 9 not run; the 2 loose are declared limits (docs/FAILURES.md O2a, O2b)
tests/properties.py — 60 generated repositories against tests/oracle.py, a second implementation written from a specification by someone who did not read this one17 properties · 17 green · 0 red · 10 controls · 10 caught

CI runs the same four on Linux (Python 3.9 to 3.14), macOS and Windows; what each platform could not run is in tests/RECORD.md. These scores describe the cases executed, not inputs nobody tried. ./reproduce.sh runs all of it. The 100 projects of the study are also a regression corpus, pinned to recorded commits: 1.5.0 gives the recorded answer on all 99 still checkable (one tag of apache/arrow moved upstream), as predicted before it ran (tools/regression/).

Ten large repositories (the Linux kernel, LLVM, CPython and seven more), protocol written first. Every tag of the kernel: 6.5 GB for the whole process tree with 0.9.1, 900 MB with 1.0.0. 0.9.1 gave three wrong or near-empty answers there; 1.0.0 gives none o

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