# Glasswarp

> Eyes and hands for AI agents on real Windows machines you already own.
> You bring the brain (model, prompts, task logic). Glasswarp provides vision,
> native input, and a safe, observable session.
> Built for freelance RPA developers and small automation shops driving
> no-API Windows apps (EHR, ERP, insurance AMS, licensed desktops) on a PC they
> or their client already owns — and for vertical AI teams building on that same
> machine.

- [Website](https://www.glasswarp.com/)
- [Connect via MCP](https://www.glasswarp.com/mcp)
- [Use with n8n](https://docs.glasswarp.com/guides/n8n)
- [Computer use API](https://www.glasswarp.com/compare/computer-use-api)
- [Playwright for desktop](https://www.glasswarp.com/compare/playwright-for-desktop)
- [AI for Quality Assurance (QA)](https://www.glasswarp.com/use-cases/ai-for-qa)
- [AI desktop automation](https://www.glasswarp.com/use-cases/desktop-automation)
- [Pricing](https://www.glasswarp.com/pricing)
- [Create an account](https://www.glasswarp.com/signup)
- [FAQ](https://www.glasswarp.com/faq)
- [Use cases](https://www.glasswarp.com/use-cases)
- [Security](https://www.glasswarp.com/security)
- [Downloads / host agent](https://www.glasswarp.com/downloads)
- [Docs](https://docs.glasswarp.com/)
- [Docs llms.txt](https://docs.glasswarp.com/llms.txt)
- [OpenAPI](https://signal.glasswarp.com/v1/openapi.yaml)
- [Python SDK (GitHub)](https://github.com/glasswarp/python-sdk)
- [MCP server (GitHub)](https://github.com/glasswarp/mcp-server)
- [Agent skill](https://www.glasswarp.com/SKILL.md)

## Product

Glasswarp is a BYOH (bring-your-own-host) computer-use API:

- Native-resolution GPU capture + observe / screenshot
- Native Win32 input (click, type, drag, scroll)
- UIA grounding targets
- 60fps Live View for humans (console)
- Per-rig consent, on-screen session indicator, kill switch, audit log

Tagline: *See any screen. Control any PC. One API.*
Messaging law: Glasswarp gives an agent **eyes and hands**; the customer supplies the **brain**.

## Real Windows vs typical sandboxes

| Capability | Typical sandboxes | Glasswarp |
| --- | --- | --- |
| Capture | Framebuffer / soft desktop | Hardware GPU capture on the host |
| OS | Linux VM or container approximation | Real Windows desktop |
| Desktop | Throwaway or emulated UI | The PC and apps you already run |
| Input | Software / synthetic clicks | Native Win32 keyboard and mouse |
| Hardware | Rented cloud machine or sandbox | BYOH — your GPU, your licenses |

## Pricing

| Plan | Price | Paired rigs | Concurrent sessions | Active minutes / mo | Overage | Support |
| --- | --- | --- | --- | --- | --- | --- |
| Free | $0 | Unlimited | 1 | 500 | none — hard stop at quota | Community |
| Builder | $20/mo · $200/yr | Unlimited | 3 | 2,000 | $0.015/min | Standard |
| Growth | $99/mo · $990/yr | Unlimited | 10 | 12,000 | $0.01/min | Priority |
| Enterprise | Custom | Unlimited | Custom | Custom / volume | Volume pricing | Dedicated |

Unlimited paired rigs on every plan. Billed minutes are wall-clock session time (start → end).
Idle sessions end themselves after ~15 minutes of inactivity — an abandoned agent never runs up your bill.

Full comparison: [glasswarp.com/pricing](https://www.glasswarp.com/pricing)

## n8n

When an n8n (or similar) canvas hits a Windows app with no connector, call the
Platform API with HTTP Request nodes. There is no official Glasswarp community
node. Smoke workflow (observe text+targets, no click):
[n8n-observe-session.json](https://www.glasswarp.com/n8n-observe-session.json).
Guide: [Use with n8n](https://docs.glasswarp.com/guides/n8n).

## MCP

Remote MCP server for assistants/IDEs (no project code):
`https://mcp.glasswarp.com/mcp` with `Authorization: Bearer <api_key>`.
Platform API: `https://signal.glasswarp.com`.
Details: [glasswarp.com/mcp](https://www.glasswarp.com/mcp) ·
[docs](https://docs.glasswarp.com/get-started/mcp).

Three ways to drive a rig: n8n HTTP Request when the canvas already exists,
chat-driven MCP for quick tasks, scaffolded SDK agents for multi-step work —
plus pre-built demos (`glasswarp-demo`).
Guide: [Ways to run agents](https://docs.glasswarp.com/guides/ways-to-run-agents).

Session webhooks: HTTPS callbacks for `session.started` / `session.ended`
(ops alerts and orchestration; best-effort — reconcile billing via the sessions API).
Guide: [Session webhooks](https://docs.glasswarp.com/guides/webhooks).

Cursor tip: prefer stdio bridge via `mcp-remote` with an **absolute** `npx`
path for your OS — macOS Apple Silicon `/opt/homebrew/bin/npx`, macOS Intel
`/usr/local/bin/npx`, Windows Node.js `npx` (or `npx.cmd`), Linux typically
`/usr/bin/npx`. Bare `npx` often fails inside Cursor.app on macOS.

## FAQ (short)

- **Eyes vs brain:** Glasswarp is eyes and hands; you bring the model, prompts, and task logic.
- **Claude / Cursor / MCP:** Yes — native remote MCP server; see /mcp. SDK for products you build.
- **n8n:** Yes — HTTP Request to signal.glasswarp.com; see docs /guides/n8n. No community node yet.
- **Access:** Open signup — [create an account](https://www.glasswarp.com/signup).
- **Sandboxes:** Soft desktops approximate UI; Glasswarp captures real Windows from the GPU with native input.
- **Safety:** Per-rig consent, on-screen indicator, kill switch, audit log.
- Full FAQ: [glasswarp.com/faq](https://www.glasswarp.com/faq)

## Get started

1. [Create an account](https://www.glasswarp.com/signup)
2. Install the Windows host agent from [Downloads](https://www.glasswarp.com/downloads)
3. Enable API access on a rig in the console
4. **Assistants:** [Connect via MCP](https://www.glasswarp.com/mcp) — or **builders:** `pip install glasswarp` + [docs](https://docs.glasswarp.com/)

## Optional

- [Privacy](https://www.glasswarp.com/privacy)
- [Terms](https://www.glasswarp.com/terms)