Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Full desktop computer use for headless Linux servers. Xvfb + XFCE virtual desktop with xdotool automation. 17 actions (click, type, scroll, screenshot, drag, etc). Unlike OpenClaw's browser tool, operates at the X11 level so websites cannot detect automation. Includes VNC for live viewing. --- name: computer-use description: Full desktop computer use for headless Linux servers. Xvfb + XFCE virtual desktop with xdotool automation. 17 actions (click, type, scroll, screenshot, drag, etc). Unlike OpenClaw's browser tool, operates at the X11 level so websites cannot detect automation. Includes VNC for live viewing. version: 1.2.1 --- Computer Use Skill Full desktop GUI control for headless Linux servers. Cr Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
computer-use is best for run workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack
Full desktop computer use for headless Linux servers. Xvfb + XFCE virtual desktop with xdotool automation. 17 actions (click, type, scroll, screenshot, drag, etc). Unlike OpenClaw's browser tool, operates at the X11 level so websites cannot detect automation. Includes VNC for live viewing. --- name: computer-use description: Full desktop computer use for headless Linux servers. Xvfb + XFCE virtual desktop with xdotool automation. 17 actions (click, type, scroll, screenshot, drag, etc). Unlike OpenClaw's browser tool, operates at the X11 level so websites cannot detect automation. Includes VNC for live viewing. version: 1.2.1 --- Computer Use Skill Full desktop GUI control for headless Linux servers. Cr
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Ram Raghav S
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/Ram-Raghav-S/computer-use.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Ram Raghav S
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
bash
./scripts/setup-vnc.sh
bash
export DISPLAY=:99 # Take screenshot ./scripts/screenshot.sh # Click at coordinates ./scripts/click.sh 512 384 left # Type text ./scripts/type_text.sh "Hello world" # Press key combo ./scripts/key.sh "ctrl+s" # Scroll down ./scripts/scroll.sh down 5
bash
# SSH tunnel (run on your local machine) ssh -L 6080:localhost:6080 your-server # Open in browser http://localhost:6080/vnc.html
bash
# SSH tunnel ssh -L 5900:localhost:5900 your-server # Connect VNC client to localhost:5900
text
Host your-server HostName your.server.ip User your-user LocalForward 6080 127.0.0.1:6080 LocalForward 5900 127.0.0.1:5900
bash
# Check status systemctl status xvfb xfce-minimal x11vnc novnc # Restart if needed sudo systemctl restart xvfb xfce-minimal x11vnc novnc
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Full desktop computer use for headless Linux servers. Xvfb + XFCE virtual desktop with xdotool automation. 17 actions (click, type, scroll, screenshot, drag, etc). Unlike OpenClaw's browser tool, operates at the X11 level so websites cannot detect automation. Includes VNC for live viewing. --- name: computer-use description: Full desktop computer use for headless Linux servers. Xvfb + XFCE virtual desktop with xdotool automation. 17 actions (click, type, scroll, screenshot, drag, etc). Unlike OpenClaw's browser tool, operates at the X11 level so websites cannot detect automation. Includes VNC for live viewing. version: 1.2.1 --- Computer Use Skill Full desktop GUI control for headless Linux servers. Cr
Full desktop GUI control for headless Linux servers. Creates a virtual display (Xvfb + XFCE) so you can run and control desktop applications on VPS/cloud instances without a physical monitor.
:99Run the setup script to install everything (systemd services, flicker-free VNC):
./scripts/setup-vnc.sh
This installs:
:99All services auto-start on boot and auto-restart on crash.
| Action | Script | Arguments | Description |
|--------|--------|-----------|-------------|
| screenshot | screenshot.sh | — | Capture screen → base64 PNG |
| cursor_position | cursor_position.sh | — | Get current mouse X,Y |
| mouse_move | mouse_move.sh | x y | Move mouse to coordinates |
| left_click | click.sh | x y left | Left click at coordinates |
| right_click | click.sh | x y right | Right click |
| middle_click | click.sh | x y middle | Middle click |
| double_click | click.sh | x y double | Double click |
| triple_click | click.sh | x y triple | Triple click (select line) |
| left_click_drag | drag.sh | x1 y1 x2 y2 | Drag from start to end |
| left_mouse_down | mouse_down.sh | — | Press mouse button |
| left_mouse_up | mouse_up.sh | — | Release mouse button |
| type | type_text.sh | "text" | Type text (50 char chunks, 12ms delay) |
| key | key.sh | "combo" | Press key (Return, ctrl+c, alt+F4) |
| hold_key | hold_key.sh | "key" secs | Hold key for duration |
| scroll | scroll.sh | dir amt [x y] | Scroll up/down/left/right |
| wait | wait.sh | seconds | Wait then screenshot |
| zoom | zoom.sh | x1 y1 x2 y2 | Cropped region screenshot |
export DISPLAY=:99
# Take screenshot
./scripts/screenshot.sh
# Click at coordinates
./scripts/click.sh 512 384 left
# Type text
./scripts/type_text.sh "Hello world"
# Press key combo
./scripts/key.sh "ctrl+s"
# Scroll down
./scripts/scroll.sh down 5
ctrl+End to jump to page bottom in browsersWatch the desktop in real-time via browser or VNC client.
# SSH tunnel (run on your local machine)
ssh -L 6080:localhost:6080 your-server
# Open in browser
http://localhost:6080/vnc.html
# SSH tunnel
ssh -L 5900:localhost:5900 your-server
# Connect VNC client to localhost:5900
Add to ~/.ssh/config for automatic tunneling:
Host your-server
HostName your.server.ip
User your-user
LocalForward 6080 127.0.0.1:6080
LocalForward 5900 127.0.0.1:5900
Then just ssh your-server and VNC is available.
# Check status
systemctl status xvfb xfce-minimal x11vnc novnc
# Restart if needed
sudo systemctl restart xvfb xfce-minimal x11vnc novnc
xvfb → xfce-minimal → x11vnc → novnc
-noxdamage for stabilityexport DISPLAY=:99
# Chrome — only use --no-sandbox if the kernel lacks user namespace support.
# Check: cat /proc/sys/kernel/unprivileged_userns_clone
# 1 = sandbox works, do NOT use --no-sandbox
# 0 = sandbox fails, --no-sandbox required as fallback
# Using --no-sandbox when unnecessary causes instability and crashes.
if [ "$(cat /proc/sys/kernel/unprivileged_userns_clone 2>/dev/null)" = "0" ]; then
google-chrome --no-sandbox &
else
google-chrome &
fi
xfce4-terminal & # Terminal
thunar & # File manager
Note: Snap browsers (Firefox, Chromium) have sandbox issues on headless servers. Use Chrome .deb instead:
wget https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb
sudo dpkg -i google-chrome-stable_current_amd64.deb
sudo apt-get install -f
If you prefer manual setup instead of setup-vnc.sh:
# Install packages
sudo apt install -y xvfb xfce4 xfce4-terminal xdotool scrot imagemagick dbus-x11 x11vnc novnc websockify
# Run the setup script (generates systemd services, masks xfdesktop, starts everything)
./scripts/setup-vnc.sh
If you prefer fully manual setup, the setup-vnc.sh script generates all systemd service files inline -- read it for the exact service definitions.
pgrep xfwm4sudo systemctl restart xfce-minimal/usr/bin/xfdesktop)--heartbeat 30 flag-noxdamage flag-noxdamage -noxfixes flagsInstalled by setup-vnc.sh:
xvfb xfce4 xfce4-terminal xdotool scrot imagemagick dbus-x11 x11vnc novnc websockify
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/snapshot"
curl -s "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/contract"
curl -s "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_OPENCLEW",
"generatedAt": "2026-04-17T01:56:27.851Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "run",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:run|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Ram Raghav S",
"href": "https://github.com/Ram-Raghav-S/computer-use",
"sourceUrl": "https://github.com/Ram-Raghav-S/computer-use",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T02:06:53.380Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T02:06:53.380Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/ram-raghav-s-computer-use/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to computer-use and adjacent AI workflows.