Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Built into the Actvt Mac app: live system metrics, ports, and Claude Code, Codex and pi sessions.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
The maker has not listed install details in the registry. See the maker’s README below.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain actvt.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.4.11) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code.
In the same category: Spec Driven Development, Remote Desktop Commander, AI Deprecations
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
AI model shutdown dates, replacements, change feed and webhook alerts for 8 providers.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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.