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closure_drift

de luizfnsilvaversión 1.5.0i★ –iSe ejecuta en tu computadora
Nombre en el registroio.github.luizfnsilva/closure_drift

Instalar

Resumen

Descripción del creador (original en inglés)

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

Los tres pilares de PopNx MCP

Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.

Qué puedes hacer con él

Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.

  • Conexión: Se ejecuta en tu computadora
  • Transporte: stdio
  • Categoría: Herramientas para desarrolladores

Instalación

Elige la app de IA que usas y copia la configuración.

Antes de instalar

Necesitas

¿Qué app usas?

Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.

Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json

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

Ejecuta esto en tu terminal

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

Abrir en Cursor

O copia la configuración tú

Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json

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

Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.

Abrir en VS Code

O copia la configuración tú

Pégalo en .vscode/mcp.json de tu proyecto

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

Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.

Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.

Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.

Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.

Qué puede hacer

Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.

Revisiones básicasi

Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026

  • ✓ Superada

    El creador coincide con el repo

    El nombre en el registro se verificó con la cuenta de GitHub luizfnsilva, dueña del repo

  • … Aún sin revisar

    Sigue en mantenimiento

    Todavía no hemos leído este repo en GitHub

  • … Aún sin revisar

    Tiene licencia

    Todavía no hemos leído este repo en GitHub

  • – No aplica

    El endpoint responde

    Este se ejecuta en tu computadora; no hay endpoint en internet

  • – No aplica

    Inicio de sesión con OAuth

    Se ejecuta en tu computadora y usa ajustes locales en su lugar

  • … Aún sin revisar

    Sin instrucciones ocultas en las descripciones de herramientas

    Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet

Comparado con otros en Herramientas para desarrolladoresi

  • Más estrellas que el 0% de los otros 1395 servidores de esta categoría
  • Publicado en el registro más recientemente que el 93% de los otros 1395 servidores de esta categoría
  • Revisiones básicas iguales o mejores que el 100% de los otros 1395 servidores de esta categoría

Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.

Preguntas frecuentes

¿Es seguro closure_drift?

Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.

¿Qué claves o códigos necesita?

El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.

¿Se ejecuta en mi computadora o en la nube?

Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).

¿Sigue en mantenimiento?

El repo de GitHub cambió por última vez –, y la última versión (1.5.0) llegó al registro hace 3 días.

¿Qué apps pueden usarlo?

Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Docker en tu computadora.

¿Qué puedo usar en su lugar?

En la misma categoría: GitHub, Desktop Commander, Cloudflare MCP

Alternativas

Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.

Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi

GitHub

de github

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

Computadora o nube★ 34.245MITActualizado hace 4 días
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Desktop Commander

de wonderwhy-er

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

Se ejecuta en tu computadora★ 10.225MITActualizado hace 16 días
Instalar

Cloudflare MCP

de cloudflare

Cloudflare MCP servers

Se ejecuta en la nube★ 4446Apache-2.0Actualizado hace 14 meses
Instalar

README del creador

Abrir el README

Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.

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

Solo se muestra el principio; lee el resto en el repo

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