Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Find the Unicode that hides meaning: bidi controls, invisibles, homoglyphs and mixed scripts.
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.
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": {
"unicode-le": {
"command": "npx",
"args": [
"-y",
"unicode-le-mcp"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add unicode-le -- npx -y unicode-le-mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"unicode-le": {
"command": "npx",
"args": [
"-y",
"unicode-le-mcp"
]
}
}
}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": {
"unicode-le": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"unicode-le-mcp"
]
}
}
}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 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub nolindnaidoo, 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.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
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 (1.1.0) llegó al registro hace 30 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, FlyDocs
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.
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
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.
Unicode-LE: The Characters That Are Not What They Look Like
Find the Unicode that hides meaning in the current file or the whole workspace
Bidi controls, invisibles, homoglyphs, mixed scripts, non-NFC text, spaces that are not the space
Useful? A star or rating is how other developers find it —
★ GitHub ·
Open a file, run Unicode-LE: Detect Unicode Risks, and every character in it that is not what it looks like lands in a report beside the editor: the bidirectional controls behind CVE-2021-42574, zero-width and other invisibles, homoglyphs, words no single script accounts for, lines that are not in Normalization Form C, spaces that are not U+0020, and codepoints with no agreed meaning. Scan Workspace does the same for every file on disk. Works in VS Code and in VS Code–based editors like Cursor and VSCodium (installable from Open VSX).
а in an otherwise Latin pаypal is a finding; a word written wholly in Cyrillic is noté between two values a hash calls different and a person calls identicalThe report never contains a character it found. Every finding is written as U+202E, never as the character itself, and a file path or key path from the document is escaped to . A report that pasted one raw would reorder the screen of whoever read it, and the tool would become the delivery mechanism for the thing it detects. It rewrites nothing: not a normalization, not a stripped space.
| Where | What you get | Install |
|---|---|---|
| VS Code | The screen, in your editor, on a keystroke | Marketplace |
| Cursor, VSCodium, Windsurf | The same extension | Open VSX |
| A terminal or a CI step | The same screen over a whole tree, with exit codes | cargo install unicode-le · crates.io |
| A terminal, via Node | The same command line, held to the Rust one byte for byte | npx unicode-le · npm |
| Any MCP agent, via Node | detect_unicode_risks over stdio | npx unicode-le-mcp · npm |
The same engine runs as an MCP server, so an agent can call it directly instead of you running a command. It matters more here than for most tools: a model that pasted a document into its own reasoning has already been handed the bidi controls in it, and what comes back from this server is U+XXXX and English, so the answer cannot carry them on into a commit message or a review comment.
| Editor | How |
|---|---|
| VS Code 1.101+ | Nothing to install — the extension registers detect_unicode_risks with agent mode |
| Claude Code | claude mcp add unicode-le -- npx -y unicode-le-mcp |
| Cursor, Windsurf, anything else | point it at npx unicode-le-mcp |
detect_unicode_risks(content, kinds?, scripts?, format?, filename?, maxResults?)
Returns each finding with its kind, severity, 1-based line and column (UTF-16, as an editor counts), byte offset, the codepoints, the script and, where the format allows, the key path it sits under — plus any refusal, both structured and as a warning, so an empty finding list is never mistaken for a clean document. Every non-ASCII character in a reply leaves as \uXXXX. Capped at 500 by default with meta.truncated.
The server takes content and returns data — it reads no files and makes no network requests of its own. Published as unicode-le-mcp on npm and as io.github.nolindnaidoo/unicode-le in the MCP registry. It answers exactly as the Rust CLI's server does: one corpus runs against both, a differential test feeds both thousands of generated documents, and both read the same Unicode tables — written out by the crate — rather than whatever version the host's JavaScript engine carries.
Configuring it by hand — any host with an MCP config file
{
"mcpServers": { "unicode-le": { "command": "npx", "args": ["-y", "unicode-le-mcp"] } } }
Or install it once with npm install -g unicode-le-mcp and point at unicode-le-mcp. It needs no environment variables, no API key and no configuration of its own. To check it:
echo '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | npx -y unicode-le-mcp
| Kind | Severity | What |
|---|---|---|
bidi-control | high | U+202A–U+202E, U+2066–U+2069, U+061C — the Trojan Source class. They reorder how the rest of the line renders. |
confusable | high | A homoglyph in a word of another script, or a compatibility form of an ASCII character (full-width F, mathematical 𝐚, the Kelvin sign), with the codepoint it resembles |
mixed-script | high | One word that no single script accounts for |
invisible | medium | Zero-width characters, the soft hyphen, and U+FEFF anywhere but the first byte |
unassigned-or-private-use | medium | A codepoint with no assigned meaning: private use, unassigned, a noncharacter |
non-nfc | low | A line that is not in Normalization Form C. Reported, never rewritten |
unusual-whitespace | low | A space that is not U+0020: no-break, ideographic, the en and em spaces |
A naive confusable check flags every letter of every Russian and Chinese string in a workspace — thousands of findings on exactly the codebases that most need the check, so it gets switched off, and the Trojan Source screen goes off with it.
Привет is wholly Cyrillic and is Russian. Japanese mixes Han, Hiragana and Katakana in one word constantly, and UTS #39 knows that is Japanese.unicode-le.detection.scripts — Han, Cyrillic, Hira — and a Latin product name inside a Chinese string is a translation, while a Cyrillic letter in a Latin word in the same file is still caught.In JSON, YAML, TOML, INI and .properties, .env, CSV and TSV a finding also carries the key path it sits under — metrics.headline.eyebrow rather than line 412 of a five-thousand-line catalogue. The format never decides whether a finding exists, only how it is addressed: a file whose format cannot be parsed is still scanned and still reports everything in it.
The workspace scan reads every file as bytes. A UTF-16 or UTF-32 file, a binary file and a file that is not valid UTF-8 are refused by name rather than decoded as something else, because a wrong decode invents findings: read UTF-16 as UTF-8 and every second byte becomes an invisible character that is not in the file.
Detect reads the document you have open. A scan reads many files from disk and gives one report.
Unicode-LE: Scan Workspace for Unicode Risks from the command palette.Scan Folder for Unicode Risks, or run Unicode-LE: Scan Folder for Unicode Risks and pick one.The report has a section for each file with a finding, and for each file that could not be judged:
# Unicode-LE report
3 finding(s) in 4 file(s) scanned; 2 file(s) not fully judged.
latin1.txtbinary_or_undecodable): not valid UTF-8 at byte 3: the encoding is unknown and is not guessednotes.txtencoding_unknown): a UTF-16LE byte-order mark: this reads UTF-8 only, and decoding UTF-16LE as UTF-8 would invent invisible and unassigned characters that are not in the filesrc/login.ts
Each finding also carries a sentence saying why it matters, left out here.
What a scan reads. Files come from disk, so an unsaved edit is not seen. A file over the safety size is left unread. A text file that is not UTF-8 is named in the report with the reason, never guessed at and never passed over. It stops at 5,000 files or 10,000 listed findings. The report ends with a line for each thing it left out.
A scan that skips is not a clearance. By default a scan does not read dependency folders, files the project's .gitignore leaves out, or binary files. A character hidden in one of those is not reported. To screen everything, turn the three switches off.
What it skips, and how to change that. Three switches are on by default, and each can be turned off on its own in Settings:
| Switch | Skips |
|---|---|
scanUseDefaultExcludes | Dependency folders, build output, tool caches and lockfiles. The full list is below |
scanRespectGitignore | Whatever the project's .gitignore files skip |
scanSkipBinaryFiles | Images, fonts, archives and other files that are not text |
Two lists adjust the result without turning a switch off. To skip more, add a pattern to scanExcludes. To read something a switch would skip, add it to scanAlwaysInclude:
{
// Also skip the test fixtures. "unicode-le.workspace.scanExc
Solo se muestra el principio; lee el resto en el repo