LLM costClaudeNo API key

Run an AI Assistant on Your Claude, Cursor or Copilot Subscription

·6 min read·By Adrees Umer

Most AI assistants assume you'll paste in a pay-per-token API key and watch a meter run. But if you're a developer, you probably already pay a flat monthly fee for Claude, Cursor, or GitHub Copilot. Jarvis AI Assistant can run on those subscriptions directly — so your assistant uses the plan you've already got, with no separate API bill.

Using the CLI you already have

Those tools ship command-line agents, and Jarvis can drive them as model backends. When you route to one, the request goes through that CLI on your machine — authenticated by your existing login — instead of a metered API endpoint. No key to paste, no per-token charge.

  • Claude Code — runs on your Claude subscription (e.g. a Max plan).
  • Cursor — runs on your Cursor Pro/Business plan.
  • GitHub Copilot — runs on your Copilot subscription.

To keep them fast, Jarvis holds a warm process for each so there's no cold-start penalty every time you ask — the CLI is already up and waiting.

Mix subscriptions, keys, and local — freely

This isn't all-or-nothing. The same router that reaches your subscription CLIs also handles pay-per-use API keys (Claude, GPT, Gemini, Groq, OpenRouter) and fully local Ollama models. You can lean on your flat-fee subscription for heavy work, drop to a free local model for private tasks, and add a key only if you want a model your subscriptions don't cover.

A nice side effect: routing through a subscription CLI is effectively $0 per request from the assistant's point of view, which makes it a natural default for high-volume, everyday use.

How Jarvis picks

You can name a model per message with a prefix, or set a default and forget it. Subscription CLIs are always opt-in — Jarvis won't silently route through one unless you choose it — so there are no surprise interactions with your plan. And if a backend is unavailable, the router falls back along a chain so you still get an answer.

Why it matters

The usual objection to a powerful agent is cost: "if it runs 100 tool-driven requests a session, the API bill will hurt." Running on a flat-fee subscription you already pay for removes that anxiety — heavy usage doesn't translate into a scary invoice, so you can actually let the assistant do a lot of work.

Bring the plan you already have. Your assistant runs on your Claude, Cursor, or Copilot subscription — no API key, no meter, no markup.

Stop reading. Start commanding.

Jarvis is free. Install it, add a key (or run local), and give it a real task.