Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Built into the Actvt Mac app: live system metrics, ports, and Claude Code, Codex and pi sessions.
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.
El creador no incluyó detalles de instalación en el registro. Consulta el README del creador más abajo.
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 el dominio actvt.io (el registro comprueba quién es dueño del dominio)
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 (1.4.11) llegó al registro ayer.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, LickityClick
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.
Create, edit and track LickityClick short links, campaigns and click stats from your AI assistant.
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.
Actvt A macOS app that monitors your Mac and your AI coding agents in one place.
Website · Docs · Changelog · Roadmap
Actvt shows live CPU, GPU, memory and network for your Mac. It also reads the Claude Code and Codex session transcripts already sitting on your disk, so you can search them, see what they actually cost, and pick one back up where you left it.
It ships an embedded MCP server, so your agents can query the machine they are running on.
[Download for Apple Silicon](https://actvt.io). Requires macOS 15.5 or later.
Updates are delivered in-app through the Sparkle appcast in this repository, and every version is listed on the releases page.
System monitoring. CPU, GPU, memory and network with live graphs, usage breakdowns and temperatures. History is persisted across restarts.
Agent sessions. One browser for every Claude Code, Codex and Claude Desktop session. Full transcripts with thinking blocks and tool calls, outline navigation, search across everything, and one-click resume back into your terminal. Sessions are tagged by where they started, so a run in Ghostty is distinguishable from one in Cursor.
Cost and usage analytics. Total spend, token counts, cache hit ratio, spend by project, tool usage, and a daily activity heatmap. Plan usage bars show how much of your Claude and Codex quota is left and when it resets.
Spend is calculated at API token pricing. On a flat-rate plan that figure is not your
bill. It is what those tokens would have cost at API rates, which is a useful read on what
you are getting out of the plan.
Remote sessions. Reach over SSH to other Macs and headless Linux boxes and fold their sessions into the same timeline. Tailscale peers are discovered automatically. Install the helper on each host with one command, no sudo required.
curl -fsSL https://actvt.io/install-cli.sh | sh
Notifications. Get told when a session is waiting on your input, finishes, errors, runs long, or crosses a cost threshold. Clicking a notification raises the exact terminal or editor window that session lives in.
Sensitive data detection. Transcripts are scanned for emails, credentials, payment cards, IDs and other sensitive spans. Every scan runs on-device and offline. Values are masked by default.
Port manager. List every listening TCP port with the process behind it, and reclaim one without leaving the app.
Actvt embeds a Model Context Protocol server. One click connects it to your installed Claude Code and Codex CLIs, after which your agents can ask Actvt about the machine they are running on. The server is local and protected by an auth token.
| Group | What agents can query |
|---|---|
| System | CPU, GPU, memory, network, thermal pressure, uptime, and persisted history |
| Ports | Every listening port and its owning process. port_kill reclaims one. It refuses protected, system and AI-agent processes, and re-verifies the target before acting |
| Agent sessions | Cost and token roll-ups, full-text transcript search, error-pattern triage, and resume cues. Remote-aware, so sessions on your other machines are visible too |
A practical use is diagnosis. An agent can ask whether a slow session was the model thinking or the Mac thermal-throttling, and get an answer grounded in what actually happened.
Raw transcripts stay behind an explicit opt-in, and detected sensitive data is masked.
Actvt reads session files that are already on your machine and scans them locally. Sensitive data detection runs entirely on-device with no network access. Remote sessions travel over your own SSH connection, are held in memory while you read them, and are never written to the local index. Plan usage bars read the quota your provider already reports using your CLI's own login, and Actvt never modifies those credentials.
Actvt is free to use. A 7-day trial unlocks everything.
| Free | Basic | Premium | |
|---|---|---|---|
| System monitoring, ports, notifications, shortcuts | ✅ | ✅ | ✅ |
| Agent session browser and transcripts | Last 72 hours | 30 days | Full history |
| On-device sensitive data detection | Within window | Within window | ✅ |
| Remote sessions over SSH (up to 3 hosts) | No | ✅ | ✅ |
| Custom Lottie menu bar icons | No | ✅ | ✅ |
| Cost and token Overview, plan usage bars, GPU menu bar | No | No | ✅ |
| MCP server, system and port tools | ✅ | ✅ | ✅ |
| MCP server, agent session tools | No | No | ✅ |
Basic is a $9.99 one-time purchase. Premium is $7.99/month billed annually.
This repository is the public release channel for Actvt. It hosts the Sparkle appcast.xml that drives in-app updates, and pricing.json, the model pricing table Actvt uses to compute session costs. The application itself is closed source and is not distributed here.
Found a bug or have a request? Open an issue.
Built by Oye Collective. Localized in English, French and German.