Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Check locale files for broken placeholders, plurals and missing keys. Validators need no API key.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
ANTHROPIC_API_KEY, OPENAI_API_KEYLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
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": {
"shipi18n": {
"command": "npx",
"args": [
"-y",
"@shipi18n/mcp"
],
"env": {
"ANTHROPIC_API_KEY": "your-value",
"OPENAI_API_KEY": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add shipi18n --env ANTHROPIC_API_KEY=your-value --env OPENAI_API_KEY=your-value -- npx -y @shipi18n/mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"shipi18n": {
"command": "npx",
"args": [
"-y",
"@shipi18n/mcp"
],
"env": {
"ANTHROPIC_API_KEY": "your-value",
"OPENAI_API_KEY": "your-value"
}
}
}
}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.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"shipi18n": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@shipi18n/mcp"
],
"env": {
"ANTHROPIC_API_KEY": "your-value",
"OPENAI_API_KEY": "your-value"
}
}
}
}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.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub Shipi18n, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
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.
Debes completar: ANTHROPIC_API_KEY, OPENAI_API_KEY
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).
El repo de GitHub cambió por última vez –, y la última versión (2.3.2) llegó al registro hace 27 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Recta
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
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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.
Catch broken translations before you ship them. Shipi18n is an open-source check for locale files: it fails CI when a translation — from a human, a TMS or an AI agent — drops or breaks a placeholder, plural or key, and shows the exact fix.
{name}, {{count}}, %{name}, %s, %1$s, %@), plurals whose separator was lost or that miss a form the language needs (Polish few/many, Arabic two — in ICU, i18next keys, Rails, Android and .xcstrings), invalid ICU MessageFormat, missing and orphaned keys, a key written twice in one JSON object, empty and untranslated strings..xcstrings, Android strings.xml, gettext .po, XLIFF.--semantic review and translate use your own LLM key.npx @shipi18n/cli check ./locales -s en
Exit 0 clean, 1 findings (each with a one-line fix), 2 usage error. Output as text, JSON, SARIF (GitHub PR annotations) or JUnit.
*A real run, not a mockup — docs/check-demo.tape reproduces it.*
| I want to… | Use |
|---|---|
| check locale files locally or in any CI | npx @shipi18n/cli check ./locales -s en |
| annotate GitHub pull requests | Shipi18n/shipi18n-github-action@v3 (setup) |
| run it without Node | Docker ghcr.io/shipi18n/cli, or the pre-commit hook |
| run it without npm | the single file shipi18n.mjs from GitHub releases, with a SHA-256 and a build-provenance attestation |
| use it from a Python, Ruby, Go or Java project | the same CLI via Docker, pre-commit or the single file. There is no Python or Ruby package to import |
| have my AI coding agent check its own translations | npx @shipi18n/cli init --agents, or the MCP server @shipi18n/mcp |
| check meaning, not only structure | check --semantic with your own Anthropic or OpenAI key |
| translate (optional) | shipi18n translate with your own key |
--semantic it checks structure, not whether a translation reads well.Found in the wild. The same command on a real project — Hoppscotch's Afrikaans locale as it was when we ran it (structural rules only; the missing-key noise switched off so the placeholder findings stand out):
$ npx @shipi18n/cli check packages/hoppscotch-common/locales -s en \
--severity 'missing-key=off,untranslated=off,orphan-key=off'
✗ af coverage 100.0% 7 error(s), 5 warning(s) error import.file_size_limit_exceeded_warning_multiple_files placeholder-missing — dropped {sizeLimit} error import.file_size_limit_exceeded_warning_single_file placeholder-missing — dropped {sizeLimit} error state.connected_to placeholder-missing — dropped {name} warning state.connected_to placeholder-added — unexpected {naam} error team.invited_to_team placeholder-missing — dropped {workspace} warning team.invited_to_team placeholder-added — unexpected {team} …
{naam} is {name} translated; vue-i18n will never substitute it. We scan public repos, verify every finding by hand against the source language, and send the fix upstream. Running tally, one row per repo: [shipi18n.com/oss](https://shipi18n.com/oss) — 95 repos scanned · 23 ship a verified broken string · 402 strings verified by hand · fixed upstream in 8 repos.
| Repo | What happened | |
|---|---|---|
| Solidus | 13 dropped %{…} interpolations in pt-BR — PR merged the same day, three core approvals | |
| Plane | Czech toasts lost {templateName}/{templateType} — PR merged in 3 hours | |
| nocodb | our issue → maintainer PR sweeping all 39 locales; later 182 plurals in 13 locales whose `\ | machine translation had turned into `, fixed the same day |
| Excalidraw | our issue → contributor fix + a placeholder-parity test suite | |
| Hoppscotch | the af run above — PR merged, 7 strings | |
| 24pullrequests | 20 dropped interpolations fixed in two PRs, then an interpolation check added to their own test suite | |
| devise_invitable | %{email) typo fixed, then the check added to their CI |
Every false positive the scan exposed in our own checker became a fixture in evals/placeholders/corpus.jsonl first.
If the check catches something in your project, consider starring the repo — stars are how the
next person with a broken
es.jsonfinds this.
Then, when you want the meaning checked, bring your own key. The judge needs a provider SDK alongside the CLI:
npm i -D @shipi18n/cli @anthropic-ai/sdk # or `openai`
export ANTHROPIC_API_KEY=sk-ant-... # or OPENAI_API_KEY npx @shipi18n/cli check ./locales -s en --semantic
An LLM reads each pair and reports mistranslations, omissions and additions:
⚠ es coverage 100.0% 0 error(s), 1 warning(s)
warning delete semantic-mistranslation — Translation says 'will save' (guardará) instead of 'will delete' (eliminará/borrará)
Every placeholder is intact and every key is present, so structural checks pass this file. Only reading it catches the bug. Advisory by default — it warns, it does not fail your build.
Measured, not asserted. On a 228-pair corpus committed *before* the judge was written
(
60d699b) and with thresholds fixed first:
54/54 planted errors caught (100%) and 12/168 false positives on clean pairs (7.1%), with
6/6 glossary violations found. Reproduced on two independent runs (2026-08-16 and 2026-08-17) using
claude-haiku-4-5, 3 passes, ~59k tokens in 156s. Label accuracy moved between runs (100% →
98.1%) — it is a model, so read these as a range, not a constant.
The harness is
evals/semantic/. Run it against your own model.
Nothing goes through our servers, because there are none. The only network call is from your machine to the provider you chose.
| Package | Description |
|---|---|
@shipi18n/core | The engine: translation checks, the semantic judge, placeholder validation — plus provider-agnostic, structure-preserving translation with incremental mode. |
@shipi18n/cli | shipi18n check ./locales for CI, --semantic for meaning, lock to protect hand-edits, translate when you need it. |
@shipi18n/mcp | MCP server — check, diff and review locale files from Claude Desktop, Cursor, or any MCP client. Validation needs no API key. |
vite-plugin-shipi18n | Vite plugin that translates locale files at build time with your own LLM key, with caching. |
shipi18n-github-action | Check locale files on every PR (no key, SARIF annotations); optional BYO-key retranslate. |
Generating translations is a solved problem. Half a dozen good tools will fill your locale files, and an agent will do it for free. Nothing checks the result. Your CI lints your JavaScript, typechecks your types and runs your tests — and then ships a de.json that nobody has read, produced by a model nobody audited.
The checks that do exist are structural: they diff key sets and stop there. That catches the missing key. It does not catch the translation that has every key and every placeholder and still tells your German users the opposite of what you meant.
Shipi18n is that missing gate, in two layers:
{{name}}, {count}, %s, %d, %1$s, $t(...), %{name}, HTML), collapsed plural forms, empty values, untranslated copy, coverage per language.Plus the parts that make it usable day to day:
.yaml/.yml), Flutter .arb, Apple .xcstrings, Android strings.xml, gettext .po/.pot, and XLIFF 1.2/2.0 — including %@/%lld specifiers.--fail-on, --min-coverage, SARIF for PR annotations, JUnit.--baseline accepts today's backlog and fails only on *new* findings (the Stylelint/RuboCop pattern); --severity tunes or silences any rule (error|warning|info|off).pre-commit hook, or the Docker image ghcr.io/shipi18n/cli for GitLab / Bitbucket / Jenkins / local — no Node toolchain required. See the CLI README.shipi18n wp-sync catches JS translation JSON that has drifted from the .po because nobody re-ran wp i18n make-json — a silent bug no other tool checks.--semantic sends anything to an LLM, a scan withholds any string carrying a secret or PII (keys, cards, emails); --detect-secrets runs it standalone with no LLM.shipi18n lock records the translations a human blessed and warns when anything overwrites them, or when the source moves underneath them.complete(prompt) method is a valid adapter.`@shipi
Solo se muestra el principio; lee el resto en el repo