Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP server — control remote desktops via VNC (MacOS) <p align="center"> <a href="https://github.com/ARAS-Workspace/claude-kvm"> <img src="https://github.com/ARAS-Workspace/claude-kvm/raw/press-kit/press-kit/masters/claude-kvm-icon-animated.svg" alt="Claude KVM" width="180"/> </a> </p> <h1 align="center">Claude KVM</h1> <p align="center"><em>Remote Access, Artificial Intelligence</em></p> <p align="center"> <a href="https://www.claude-kvm.ai">claude-kvm.ai</a> </p> Clau Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
claude-kvm is best for mcp, vnc, kvm workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
MCP server — control remote desktops via VNC (MacOS) <p align="center"> <a href="https://github.com/ARAS-Workspace/claude-kvm"> <img src="https://github.com/ARAS-Workspace/claude-kvm/raw/press-kit/press-kit/masters/claude-kvm-icon-animated.svg" alt="Claude KVM" width="180"/> </a> </p> <h1 align="center">Claude KVM</h1> <p align="center"><em>Remote Access, Artificial Intelligence</em></p> <p align="center"> <a href="https://www.claude-kvm.ai">claude-kvm.ai</a> </p> Clau
Public facts
5
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Aras Workspace
Artifacts
0
Benchmarks
0
Last release
2.0.10
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. 2 GitHub stars reported by the source. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/ARAS-Workspace/claude-kvm.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
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
Aras Workspace
Protocol compatibility
MCP
Adoption signal
2 GitHub stars
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
mermaid
graph TB
subgraph MCP["MCP Client (Claude)"]
AI["Claude"]
end
subgraph Proxy["claude-kvm · MCP Proxy (stdio)"]
direction TB
Server["MCP Server<br/><code>index.js</code>"]
Tools["Tool Definitions<br/><code>tools/index.js</code>"]
Server --> Tools
end
subgraph Daemon["claude-kvm-daemon · Native VNC Client (stdin/stdout)"]
direction TB
CMD["Command Handler<br/><i>PC Dispatch</i>"]
Scale["Display Scaling<br/><i>Scaled ↔ Native</i>"]
subgraph Screen["Screen"]
Capture["Frame Capture<br/><i>PNG · Crop · Diff</i>"]
OCR["OCR Detection<br/><i>Apple Vision</i>"]
end
subgraph InputGroup["Input"]
Mouse["Mouse<br/><i>Click · Drag · Move · Scroll</i>"]
KB["Keyboard<br/><i>Tap · Combo · Type · Paste</i>"]
end
VNC["VNC Bridge<br/><i>LibVNCClient 0.9.15</i>"]
CMD --> Scale
Scale --> Capture
Scale --> Mouse
Scale --> KB
Capture -.->|"framebuffer"| VNC
Mouse -->|"pointer events"| VNC
KB -->|"key events"| VNC
end
subgraph Target["Target Machine"]
VNC_Server["VNC Server<br/><i>:5900</i>"]
Desktop["Desktop Environment"]
VNC_Server --> Desktop
end
AI <-->|"stdio<br/>JSON-RPC"| Server
Server <-->|"stdin/stdout<br/>PC (NDJSON)"| CMD
VNC <-->|"RFB Protocol<br/>TCP :5900"| VNC_Server
classDef proxy fill:#1a1a2e,stroke:#16213e,color:#e5e5e5
classDef daemon fill:#0f3460,stroke:#533483,color:#e5e5e5
classDef target fill:#1a1a2e,stroke:#e94560,color:#e5e5e5
class Server,Tools proxy
class CMD,Scale,VNC,Capture,Mouse,KB daemon
class VNC_Server,Desktop targettext
Request: {"method":"<name>","params":{...},"id":<int|string>}
Response: {"result":{...},"id":<int|string>}
Error: {"error":{"code":<int>,"message":"..."},"id":<int|string>}
Notification: {"method":"<name>","params":{...}}text
Native: 4220 x 2568 (VNC server framebuffer) Scaled: 1280 x 779 (what Claude sees and targets) mouse_click(640, 400) → VNC receives (2110, 1284)
text
diff_check → changeDetected: true/false ~5ms (text only, no image) detect_elements → OCR text + bounding boxes ~50ms (text only, no image) cursor_crop → crop around cursor ~50ms (small image) screenshot → full screen capture ~200ms (full image)
bash
brew tap ARAS-Workspace/tap brew install claude-kvm-daemon
json
{
"mcpServers": {
"claude-kvm": {
"command": "npx",
"args": ["-y", "claude-kvm"],
"env": {
"VNC_HOST": "192.168.1.100",
"VNC_PORT": "5900",
"VNC_USERNAME": "user",
"VNC_PASSWORD": "pass",
"CLAUDE_KVM_DAEMON_PATH": "/opt/homebrew/bin/claude-kvm-daemon",
"CLAUDE_KVM_DAEMON_PARAMETERS": "-v"
}
}
}
}Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server — control remote desktops via VNC (MacOS) <p align="center"> <a href="https://github.com/ARAS-Workspace/claude-kvm"> <img src="https://github.com/ARAS-Workspace/claude-kvm/raw/press-kit/press-kit/masters/claude-kvm-icon-animated.svg" alt="Claude KVM" width="180"/> </a> </p> <h1 align="center">Claude KVM</h1> <p align="center"><em>Remote Access, Artificial Intelligence</em></p> <p align="center"> <a href="https://www.claude-kvm.ai">claude-kvm.ai</a> </p> Clau
Claude KVM is an MCP tool that controls remote desktop environments over VNC. It consists of a thin JS proxy layer (MCP server) and a platform-native Swift VNC daemon running on your macOS system.
[!TIP] Phantom-WG could be a great alternative for you. Isolate your VNC server within your own network while enjoying self-hosted VPN performance with the extra privacy features you gain along the way.
[!NOTE] Tests are conducted transparently on GitHub Actions — each step is visible in the CI environment. At the end of every test, whether the integration passes or fails, you'll find screenshots of each step the agent took during the session, along with an
.mp4video recording that captures the entire session. By reviewing these recordings and screenshots, you can observe how the agent progressed through each stage, how long the task took, and what decisions were made based on the system prompt. You can use these examples as a reference when crafting your own system prompts or instructions for the MCP server in your own environment.
[!WARNING] Artifacts attached to these runs may have expired due to GitHub's artifact retention policy. Persistent copies are prepared via the Persist Artifacts workflow and can always be accessed by run ID from the
artifacts/directory on the press-kit branch.
graph TB
subgraph MCP["MCP Client (Claude)"]
AI["Claude"]
end
subgraph Proxy["claude-kvm · MCP Proxy (stdio)"]
direction TB
Server["MCP Server<br/><code>index.js</code>"]
Tools["Tool Definitions<br/><code>tools/index.js</code>"]
Server --> Tools
end
subgraph Daemon["claude-kvm-daemon · Native VNC Client (stdin/stdout)"]
direction TB
CMD["Command Handler<br/><i>PC Dispatch</i>"]
Scale["Display Scaling<br/><i>Scaled ↔ Native</i>"]
subgraph Screen["Screen"]
Capture["Frame Capture<br/><i>PNG · Crop · Diff</i>"]
OCR["OCR Detection<br/><i>Apple Vision</i>"]
end
subgraph InputGroup["Input"]
Mouse["Mouse<br/><i>Click · Drag · Move · Scroll</i>"]
KB["Keyboard<br/><i>Tap · Combo · Type · Paste</i>"]
end
VNC["VNC Bridge<br/><i>LibVNCClient 0.9.15</i>"]
CMD --> Scale
Scale --> Capture
Scale --> Mouse
Scale --> KB
Capture -.->|"framebuffer"| VNC
Mouse -->|"pointer events"| VNC
KB -->|"key events"| VNC
end
subgraph Target["Target Machine"]
VNC_Server["VNC Server<br/><i>:5900</i>"]
Desktop["Desktop Environment"]
VNC_Server --> Desktop
end
AI <-->|"stdio<br/>JSON-RPC"| Server
Server <-->|"stdin/stdout<br/>PC (NDJSON)"| CMD
VNC <-->|"RFB Protocol<br/>TCP :5900"| VNC_Server
classDef proxy fill:#1a1a2e,stroke:#16213e,color:#e5e5e5
classDef daemon fill:#0f3460,stroke:#533483,color:#e5e5e5
classDef target fill:#1a1a2e,stroke:#e94560,color:#e5e5e5
class Server,Tools proxy
class CMD,Scale,VNC,Capture,Mouse,KB daemon
class VNC_Server,Desktop target
| Layer | Language | Role | Communication | |----------------|-------------------------|----------------------------------------------------------------------|--------------------------| | MCP Proxy | JavaScript (Node.js) | Communicates with Claude over MCP protocol, manages daemon lifecycle | stdio JSON-RPC | | VNC Daemon | Swift/C (Apple Silicon) | VNC connection, screen capture, mouse/keyboard input injection | stdin/stdout PC (NDJSON) |
Communication between the proxy and daemon uses the PC protocol over NDJSON:
Request: {"method":"<name>","params":{...},"id":<int|string>}
Response: {"result":{...},"id":<int|string>}
Error: {"error":{"code":<int>,"message":"..."},"id":<int|string>}
Notification: {"method":"<name>","params":{...}}
The VNC server's native resolution is scaled down to fit within --max-dimension (default: 1280px). Claude works more consistently with scaled coordinates — the daemon handles the conversion in the background:
Native: 4220 x 2568 (VNC server framebuffer)
Scaled: 1280 x 779 (what Claude sees and targets)
mouse_click(640, 400) → VNC receives (2110, 1284)
Claude minimizes token cost with a progressive verification approach:
diff_check → changeDetected: true/false ~5ms (text only, no image)
detect_elements → OCR text + bounding boxes ~50ms (text only, no image)
cursor_crop → crop around cursor ~50ms (small image)
screenshot → full screen capture ~200ms (full image)
detect_elements uses Apple Vision framework for on-device OCR. Returns text content with bounding box coordinates in scaled space — enables precise click targeting without consuming vision tokens.
brew tap ARAS-Workspace/tap
brew install claude-kvm-daemon
[!NOTE]
claude-kvm-daemonis compiled and code-signed via CI (GitHub Actions). The build output is packaged in two formats: a.tar.gzarchive for Homebrew distribution and a.dmgdisk image for notarization. The DMG is submitted to Apple servers for notarization within the same workflow — the process can be tracked from CI logs. The notarized DMG is available as a CI Artifact; the archived.tar.gzis also published as a release on the repository. Homebrew installation tracks this release.
Create a .mcp.json file in your project directory:
{
"mcpServers": {
"claude-kvm": {
"command": "npx",
"args": ["-y", "claude-kvm"],
"env": {
"VNC_HOST": "192.168.1.100",
"VNC_PORT": "5900",
"VNC_USERNAME": "user",
"VNC_PASSWORD": "pass",
"CLAUDE_KVM_DAEMON_PATH": "/opt/homebrew/bin/claude-kvm-daemon",
"CLAUDE_KVM_DAEMON_PARAMETERS": "-v"
}
}
}
}
[!NOTE] The tool is end-to-end tested via CI — Claude executes tasks over VNC while an independent vision model observes and verifies the results. See the Integration Test for live workflow runs, system prompts, and demo recordings.
| Parameter | Default | Description |
|--------------------------------|---------------------|----------------------------------------------------|
| VNC_HOST | 127.0.0.1 | VNC server address |
| VNC_PORT | 5900 | VNC port number |
| VNC_USERNAME | | Username (required for ARD) |
| VNC_PASSWORD | | Password |
| CLAUDE_KVM_DAEMON_PATH | claude-kvm-daemon | Daemon binary path (not needed if already in PATH) |
| CLAUDE_KVM_DAEMON_PARAMETERS | | Additional CLI arguments for the daemon |
Additional arguments passed to the daemon via CLAUDE_KVM_DAEMON_PARAMETERS:
"CLAUDE_KVM_DAEMON_PARAMETERS": "--max-dimension 800 -v"
| Parameter | Default | Description |
|---------------------|---------|----------------------------------------|
| --max-dimension | 1280 | Maximum display scaling dimension (px) |
| --connect-timeout | | VNC connection timeout (seconds) |
| --bits-per-sample | | Bits per pixel sample |
| --no-reconnect | | Disable automatic reconnection |
| -v, --verbose | | Verbose logging (stderr) |
All timing and display parameters are configurable at runtime via the configure method. Use get_timing to inspect current values.
Set timing:
{"method":"configure","params":{"click_hold_ms":80,"key_hold_ms":50}}
{"result":{"detail":"OK — changed: click_hold_ms, key_hold_ms"}}
Change display scaling:
{"method":"configure","params":{"max_dimension":960}}
{"result":{"detail":"OK — changed: max_dimension","scaledWidth":960,"scaledHeight":584}}
Reset to defaults:
{"method":"configure","params":{"reset":true}}
{"result":{"detail":"OK — reset to defaults","timing":{"click_hold_ms":50,"combo_mod_ms":10,"cursor_crop_radius":150,"double_click_gap_ms":50,"drag_min_steps":10,"drag_pixels_per_step":20,"drag_position_ms":30,"drag_press_ms":50,"drag_settle_ms":30,"drag_step_ms":5,"hover_settle_ms":400,"key_hold_ms":30,"max_dimension":1280,"paste_settle_ms":30,"scroll_press_ms":10,"scroll_tick_ms":20,"type_inter_key_ms":20,"type_key_ms":20,"type_shift_ms":10},"scaledWidth":1280,"scaledHeight":779}}
Get current values:
{"method":"get_timing"}
{"result":{"timing":{"click_hold_ms":80,"combo_mod_ms":10,"cursor_crop_radius":150,"double_click_gap_ms":50,"drag_min_steps":10,"drag_pixels_per_step":20,"drag_position_ms":30,"drag_press_ms":50,"drag_settle_ms":30,"drag_step_ms":5,"hover_settle_ms":400,"key_hold_ms":50,"max_dimension":1280,"paste_settle_ms":30,"scroll_press_ms":10,"scroll_tick_ms":20,"type_inter_key_ms":20,"type_key_ms":20,"type_shift_ms":10},"scaledWidth":1280,"scaledHeight":779}}
| Parameter | Default | Description |
|------------------------|---------|----------------------------|
| max_dimension | 1280 | Max screenshot dimension |
| cursor_crop_radius | 150 | Cursor crop radius (px) |
| click_hold_ms | 50 | Click hold duration |
| double_click_gap_ms | 50 | Double-click gap delay |
| hover_settle_ms | 400 | Hover settle wait |
| drag_position_ms | 30 | Pre-drag position wait |
| drag_press_ms | 50 | Drag press hold threshold |
| drag_step_ms | 5 | Between interpolation pts |
| drag_settle_ms | 30 | Settle before release |
| drag_pixels_per_step | 20 | Point density per pixel |
| drag_min_steps | 10 | Min interpolation steps |
| scroll_press_ms | 10 | Scroll press-release gap |
| scroll_tick_ms | 20 | Inter-tick delay |
| key_hold_ms | 30 | Key hold duration |
| combo_mod_ms | 10 | Modifier settle delay |
| type_key_ms | 20 | Key hold during typing |
| type_inter_key_ms | 20 | Inter-character delay |
| type_shift_ms | 10 | Shift key settle |
| paste_settle_ms | 30 | Post-clipboard write wait |
All operations are performed through a single vnc_command tool:
| Action | Parameters | Description |
|----------------|------------|--------------------------------------------|
| screenshot | | Full screen PNG capture |
| cursor_crop | | Crop around cursor with crosshair overlay |
| diff_check | | Detect screen changes against baseline |
| set_baseline | | Save current screen as diff reference |
| Action | Parameters | Description |
|----------------------|----------------------------|--------------------------------|
| mouse_click | x, y, button? | Click (left|right|middle) |
| mouse_double_click | x, y | Double click |
| mouse_move | x, y | Move cursor |
| hover | x, y | Move + settle wait |
| nudge | dx, dy | Relative cursor movement |
| mouse_drag | x, y, toX, toY | Drag from start to end |
| scroll | x, y, direction, amount? | Scroll (up|down|left|right) |
| Action | Parameters | Description |
|-------------|-------------------|--------------------------------------------------------------|
| key_tap | key | Single key press (enter|escape|tab|space|...) |
| key_combo | key or keys | Modifier combo ("cmd+c" or ["cmd","shift","3"]) |
| key_type | text | Type text character by character |
| paste | text | Paste text via clipboard |
| Action | Parameters | Description |
|-------------------|------------|-------------------------------------------------------|
| detect_elements | | OCR text detection with bounding boxes (Apple Vision) |
Returns text elements with bounding box coordinates in scaled space:
{"method":"detect_elements"}
{"result":{"detail":"13 elements","elements":[{"confidence":1,"h":9,"text":"Finder","w":32,"x":37,"y":6},{"confidence":1,"h":9,"text":"File","w":15,"x":84,"y":6},{"confidence":1,"h":9,"text":"Edit","w":19,"x":112,"y":6},{"confidence":1,"h":9,"text":"View","w":22,"x":143,"y":6},{"confidence":1,"h":11,"text":"Go","w":15,"x":179,"y":6},{"confidence":1,"h":9,"text":"Window","w":35,"x":207,"y":6},{"confidence":1,"h":11,"text":"Help","w":22,"x":255,"y":6},{"confidence":1,"h":11,"text":"8•","w":26,"x":1161,"y":6},{"confidence":1,"h":9,"text":"Fri Feb 20 22:19","w":80,"x":1189,"y":6},{"confidence":1,"h":9,"text":"Assets","w":32,"x":1202,"y":97},{"confidence":1,"h":9,"text":"Passwords.kdbx","w":74,"x":1181,"y":168},{"confidence":1,"h":93,"text":"PHANTOM","w":633,"x":322,"y":477},{"confidence":1,"h":32,"text":"YOUR SERVER, YOUR NETWORK, YOUR PRIVACY","w":629,"x":325,"y":568}],"scaledHeight":717,"scaledWidth":1280}}
| Action | Parameters | Description |
|--------------|-----------------|--------------------------------------|
| configure | {<params>} | Set timing/display params at runtime |
| configure | {reset: true} | Reset all params to defaults |
| get_timing | | Get current timing + display params |
| Action | Parameters | Description |
|------------|------------|-----------------------------------|
| wait | ms? | Wait (default 500ms) |
| health | | Connection status + display info |
| shutdown | | Graceful daemon shutdown |
Supported VNC authentication methods:
macOS is auto-detected via the ARD auth type 30 credential request. When detected, Meta keys are remapped to Super (Command key compatibility).
[!NOTE] Running on a bare-metal Mac? See the Mac M1 Preparation Tricks for VNC hardening, SSH tunneling, and session stability tips.
"Claude" is a trademark of Anthropic, PBC. This project is not affiliated with or endorsed by Anthropic.
Copyright (c) 2026 Riza Emre ARAS — MIT License
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/mcp-aras-workspace-claude-kvm/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/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
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d 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/mcp-aras-workspace-claude-kvm/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T00:00:55.320Z"
}
},
"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": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "vnc",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "kvm",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "remote-desktop",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "automation",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "apple-silicon",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "native",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:vnc|supported|profile capability:kvm|supported|profile capability:claude|supported|profile capability:remote-desktop|supported|profile capability:automation|supported|profile capability:apple-silicon|supported|profile capability:native|supported|profile capability:cli|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": "Aras Workspace",
"href": "https://github.com/ARAS-Workspace/claude-kvm",
"sourceUrl": "https://github.com/ARAS-Workspace/claude-kvm",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:05:35.888Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:05:35.888Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "2 GitHub stars",
"href": "https://github.com/ARAS-Workspace/claude-kvm",
"sourceUrl": "https://github.com/ARAS-Workspace/claude-kvm",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:05:35.888Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-aras-workspace-claude-kvm/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
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