Glasswarp MCP server
online · 100% uptimecom.glasswarp/mcp-server·v0.1.0Eyes and hands on real Windows PCs — observe, click, type via Glasswarp API.
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If you have run it, two minutes of your experience saves the next person an afternoon.
Glasswarp tools (16, 2 write)
write = sends, deletes, buys or postsapp.launchFreeLaunch an executable on the remote Windows rig (name on PATH or absolute path), optional args. Side effects: starts a process; Glasswarp tracks it and closes it on session.end. Use for notepad.exe, mspaint.exe, chrome with URL args, etc. Wait/re-observe after launch before clicking — do not assume the window is focused immediately.
demos.getFreeReturn one showcase run contract (install, command, needs, framing). Does NOT execute the demo or control a PC. Call after demos.list when you know the demo_id. If the client can run shell, offer the command; if chat-only, show the card. Do not replace this with a slow MCP click loop for solver demos.
demos.listFreeList showcase run contracts (id, title, install, command). Read-only catalog — does NOT start a session, touch a rig, or run solvers. Use when the user asks for Minesweeper/Mona Lisa/Paint demos or you need the glasswarp-demo command. Prefer demos.get for one full card. For ad-hoc UI work use rigs.list → session.start → screen.observe instead.
input.click_targetFreeLeft/right/middle-click a UIA target by id from the latest screen.observe (uses native center coords). Prefer over input.click_xy. Side effect: real mouse click on the remote Windows desktop. Do not reuse target_id after the screen may have changed — re-observe first. For click→type→keys sequences, use input.send_actions (one turn) instead of chaining this tool.
input.click_xyFreeClick at native screen coordinates (0…native_width-1, 0…native_height-1 from screen.observe). Last resort when no suitable UIA target exists — prefer input.click_target. Never use JPEG/downscaled pixel coords. Side effect: real mouse click on the remote desktop.
input.dragFreePress-move-release mouse drag in native capture coordinates. Use for drawing, sliders, selection boxes, and drag-and-drop. Side effect: mouse_down → moves → mouse_up on the remote desktop. Prefer input.send_actions if the drag is one step in a longer predictable sequence.
input.scrollFreeMove the cursor to native (x,y) then apply a vertical mouse-wheel delta. Side effect: scroll on whatever is under that point. Negative delta scrolls toward the bottom of the page. Prefer input.send_actions when scroll is part of a multi-step sequence. Re-observe after scrolling lists/pages before clicking targets.
input.send_actionswrite actionFreePREFERRED multi-step tool: run 1–10 predictable UI actions in one call (input.click_target, input.click_xy, input.type_text, input.send_keys, input.drag, input.scroll). Side effects: all actions execute on the remote desktop; fails fast before sending if any action is invalid. observe_after defaults true (verification observe: text+targets; set observe_image=true for JPEG). Do not batch across unpredictable waits (page loads, installers, modals) — single-step those. Prefer this over chaining solo click/type/keys tools.
input.send_keyswrite actionFreeSend a key or chord to the focused window (e.g. enter, tab, ctrl+s, alt+f4, win). Side effect: real key events on the remote desktop. Prefer bundling into input.send_actions when the shortcut follows a click/type in the same planned sequence. Use input.type_text for literal strings, not this tool.
input.type_textFreeType a Unicode string into the currently focused control via native input. Does not click first — focus the field (input.click_target / input.send_actions) before calling. Side effect: keystrokes on the remote desktop. For form fills (click → type → tab/enter), prefer input.send_actions in one call.
rigs.listFreeList Windows machines (rigs) paired to this API key: id, name, online, api_access_enabled, and USABLE flag. Read-only — does not start a session. Call first before start_session. A rig is USABLE only when online AND the owner enabled API access. If none are USABLE, tell the user to install the host agent, pair in Console → Rigs, and enable API access — never ask for OS passwords.
screen.observeFreeRead the current screen: UIA targets (numbered ids + native coords) and a text summary. Does not move mouse/keyboard. Default image=false (no JPEG) for speed; set image=true only when you must judge pixels visually (then max_width≈960, quality≈60). If changed=false, JPEG is omitted even when requested — do not re-analyze; wait or act differently. If dirty is null, assume changed. Prefer input.send_actions for multi-step UI; observe after meaningful steps, not after every click. Target ids are valid only until the next UI change.
session.endFreeEnd an active session. Side effects: stops billing, runs host safety_restore, closes apps launched via app.launch. Always call when finished or abandoning — do not leave sessions open. Safe to call once; further observe/input on that session_id will fail.
session.live_viewFreeReturn the console Live View URL (≈60fps) for the rig owner to watch and intervene. Read-only for the agent — does not grant the API key console access. Offer on long or sensitive tasks. Owner must be signed into Glasswarp; API keys alone cannot open the player.
session.startFreeStart a metered desktop session on a USABLE rig from rigs.list. Side effects: begins wall-clock billing, shows an on-screen “API session active” indicator, enables observe/input until session.end. Idle sessions auto-end after ~15 minutes. Always call session.end when done or abandoning. Do not call if no USABLE rig exists. Returns session_id and Live View URL (owner console login required).
session.statusFreeFetch session metadata: status, host, mode, created_at, action_count, billed_minutes. Read-only — no input side effects. Use to tell the user about metered time or confirm the session is still active before more actions.
Public scan report
scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 287ms20/20
- Tool poisoning16 tool descriptions checked15/15
- Auth qualityAPI key sent as a header8/15
- Maintenancelast push 55 days ago12/15
- Maintainer identityregistry namespace matches repository owner; website matches verified namespace9/10
How Glasswarp compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 85/100
- higher than 70% of 48,255 servers
- Tools
- 16
- the typical server has 7
- Tools that change things
- 13%
- typical: 0%. Fewer write tools means less an agent can break
- Uptime
- 100%
- of our recent checks; the typical remote server answers 100%
- Response time
- 350 ms
- faster than 42% of 30,031 servers
What its tools let an agent do: 13 read · 2 send or post · 1 run or deploy
Install Glasswarp in Claude Code, Cursor or VS Code
claude mcp add --transport http mcp-server https://mcp.glasswarp.com/mcp
What the publisher says
From the Glasswarp repository's README, as published. We do not edit it. Read it on GitHub
Glasswarp MCP Server
See and control a real Windows PC you own — from any MCP client. Observe, click, type, launch apps, Live View. You bring the model; Glasswarp is eyes and hands.
No cloud desktop — install our host on your Windows machine.
Start here
- API key — Console → create key → copy gw_…
- Windows PC — install → pair → enable API access
- Paste the key as GLASSWARPAPIKEY (or Authorization: Bearer gw_… on the remote URL)
Say “List my rigs.” You need a USABLE machine.
Docs · hello@glasswarp.com
Connect (Cursor)
Add to Cursor — then set GLASSWARPAPIKEY to your console key.
Or paste:
{
"mcpServers": {
"glasswarp": {
"command": "npx",
"args": ["-y", "@glasswarp/mcp"],
"env": {
"GLASSWARP_API_KEY": "gw_live_sk_REPLACE_WITH_YOUR_KEY"
}
}
}
}Same tools via remote URL https://mcp.glasswarp.com/mcp when the client supports headers. More clients: docs.
Workflow
rigs.list → session.start → screen.observe → act → session.end Prefer input.send_actions for multi-step work. Always end the session.
Tools
More
- npm: @glasswarp/mcp · registry: com.glasswarp/mcp-server · Apache-2.0
- Directory: Smithery
- Open: this MCP server + Python SDK. Not open: Windows host agent and platform (gateway, console, billing).
- Local dev / tests: see repo package.json scripts (npm run dev, npm test)
Nothing above is checked by us. What we check is on the safety report.
Glasswarp: common questions
- Is Glasswarp MCP server safe?
- Yes, by our scan: it is graded A (85/100). Read the Glasswarp safety report
- How do I install Glasswarp?
- It runs remotely at mcp.glasswarp.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Glasswarp need an API key?
- Yes. The registry entry asks for
Authorization. - Is Glasswarp maintained?
- The last commit was 95 days ago (2026-08-01). The latest release is v0.1.0.
- Is Glasswarp up?
- 100% of our last 28 checks got an answer. We check remote servers about four times a day.
- How does Glasswarp compare with other MCP servers?
- safety score 85/100 (higher than 70% of 48,255 servers); tools 16 (the typical server has 7); tools that change things 13% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.