Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Host-neutral MCP bridge for TypeSafe AI Jev judgments with typed review, routing, and gate tools.
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.
TYPESAFE_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": {
"typesafe": {
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_API_KEY": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add typesafe --env TYPESAFE_API_KEY=your-value -- uvx typesafe-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"typesafe": {
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_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": {
"typesafe": {
"type": "stdio",
"command": "uvx",
"args": [
"typesafe-mcp"
],
"env": {
"TYPESAFE_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 8 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub Renwang-Huang, 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: TYPESAFE_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 (0.5.2) llegó al registro hace 2 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Python (uv) en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Aiterm MCP
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:↓ Descargas por semanai★ 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.
Persistent terminals and one launcher for Claude, Codex, Grok, Cursor, and Antigravity harnesses.
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.
Typed decision tools for AI agents.
Classify · Score · Verify · Gate · Route · Review
MCP-native · Powered by TypeSafe Jev
Quick start · Why Arbitype? · Tools · Benchmarks · Documentation
Arbitype is an MCP-native typed decision layer for AI agents, powered by TypeSafe Jev. It turns probabilistic judgments into structured decision primitives that an agent or program can consume directly.
Arbitype is available on PyPI and the official MCP Registry.
[!NOTE]
Arbitype is an independent open-source project. It is not an official
TypeSafe AI product or an official integration for any particular agent host.
The fastest way to connect an MCP host is a local STDIO server launched by uvx:
export TYPESAFE_API_KEY="your-key"
uvx arbitype
For a pinned, reproducible launch:
uvx --from 'arbitype==0.7.0' arbitype
Or install the package into the current environment:
python -m pip install arbitype
arbitype
The API key stays in the process environment. It is not an MCP argument and is never printed to standard output.
Inspect detected hosts before writing anything:
arbitype setup --detect --dry-run
Then apply a reviewed plan:
arbitype setup codex
arbitype doctor --json
The setup flow is plan → unified diff → confirmation → backup → apply. Use claude, cursor, or vscode in place of codex. Detailed host formats, secret forwarding, --yes, --remove, ownership, and non-interactive behavior are documented in docs/HOST_SETUP.md.
At minimum, set TYPESAFE_API_KEY. To select a model explicitly:
export TYPESAFE_API_KEY="your-key"
export TYPESAFE_MODEL="jev-latest"
See the full configuration reference for endpoints, timeouts, retries, and request/response limits.
arbitype is the canonical distribution, Python package, and CLI. Existing TypeSafe MCP users should migrate to Arbitype; see docs/REGISTRY_MIGRATION.md.
For the safe migration from the historical distribution:
python -m pip uninstall typesafe-mcp
python -m pip install arbitype
| Surface | Canonical | Legacy compatibility |
|---|---|---|
| PyPI / CLI | arbitype | typesafe-mcp, typesafe-codex-mcp |
| Python imports | arbitype | typesafe_mcp, typesafe_codex_mcp |
| MCP tools | route, review | codex_route, codex_review |
Arbitype is designed around contracts and bounded decisions rather than free-form prose:
| Principle | What it means |
|---|---|
| Contract-first | Requests and provider responses are validated before they reach the agent. |
| Safe by default | Credentials stay out of MCP tool arguments and generated host configuration. |
| Agent-oriented | Purpose-built classify, verify, gate, route, review, and score primitives. |
| Portable | Zero third-party runtime dependencies and standard MCP STDIO. |
| Measured | Public tool-selection and decision-stability evaluation assets. |
The decision flow is:
free-form state
↓ TypeSafe Jev ↓ probabilistic judgment ↓ Arbitype ↓ typed decision + probability ↓ agent / code branch
Start with one of the small, runnable fixtures:
| Scenario | Tool | What it demonstrates |
|---|---|---|
| Support routing | route | Choose one next action without executing it. |
| PR verification | verify | Check several claims independently. |
| Release review | review / gate | Separate holistic review from thresholded checks. |
| Agent next step | route | Keep the next workflow action bounded. |
The example outputs are illustrative fixtures. They are not live model results, accuracy claims, or authorization decisions.
Arbitype advertises nine read-only, idempotent MCP tools:
| Tool | Use when | Result |
|---|---|---|
| evaluate | You need a custom typed Jev question set. | Raw typed Jev response. |
| classify | You need one choice from unordered labels. | Choice and probability distribution. |
| score | You need one ordered rating or level. | Weighted score and distribution. |
| check | You need a probability for one bounded criterion. | Noul yes/no probability. |
| verify | You need several named claims checked independently. | Noul answer per claim. |
| gate | You need checks and thresholds transformed into a signal. | pass, review, or fail. |
| route | You need one suggested next action. | One action; no action execution. |
| review | You need a holistic quality or risk assessment. | Review decision and evidence. |
| health | You need local diagnostics or an explicit live check. | Configuration and optional provider health. |
| Need | Use | Do not substitute |
|---|---|---|
| One unordered label | classify | route, which selects an action |
| One ordered rating | score | classify, which has no order |
| One bounded proposition | check | verify, which handles multiple claims |
| Several named claims | verify | review, which assesses a whole object |
| Checks plus thresholds | gate | review, which is holistic |
| One next action | route | classify, which returns a category |
| Whole diff, plan, release, or report | review | verify, which answers claim by claim |
Tool descriptions also state USE WHEN and DO NOT USE WHEN boundaries so hosts can select a primitive without hidden prompt conventions.
Probabilities and confidence are model signals, not proof. gate and review are advisory decision transformations, not authorization systems, security boundaries, or approval engines.
flowchart LR
host["AI Agent / MCP Host Codex · Claude · Cursor · VS Code"] arbitype["Arbitype Typed decision tools"] jev["TypeSafe Jev System One Model"] env["TYPESAFE_API_KEY process environment"]
host -->|MCP| arbitype arbitype -->|validated HTTPS| jev jev -->|typed probabilistic judgment| arbitype arbitype -->|structured decision| host env -. credential .-> arbitype
The public product is Arbitype; TypeSafe Jev is the current provider. Provider configuration intentionally keeps the TYPESAFE_* names because the credential and endpoint belong to TypeSafe.
Recorded on the public 120-case Jev-mediated tool-selection evaluation:
| Metric | Result |
|---|---|
| Tool-selection accuracy | 96.67% |
| Invalid-tool rate | 0% |
| Schema-valid rate | 100% |
This is a Jev-mediated evaluation over Arbitype's advertised MCP tool catalog. It is not a Codex, Claude, or Cursor host benchmark and is not a general model-performance guarantee.
Details and reproducible assets:
Arbitype is a local MCP adapter and typed decision layer. It is not:
It does not execute actions suggested by route, edit files, run shell commands, or treat model probabilities as proof. Read SECURITY.md before using live credentials.
The test suite uses local fakes and does not need an API key:
python3 -m unittest discover -s tests -v
python3 -m compileall -q . make check make release-check
The official MCP Python SDK interoperability smoke test is in scripts/official_sdk_smoke.py. A live Jev check is opt-in and paid:
TYPESAFE_API_KEY="your-key" arbitype doctor --live
Normal CI does not call the provider or run paid benchmarks.