Skip to main content
Glama
Sign In
genpark-cue-desktop-ambient-context-trigger-skill

genpark-cue-desktop-ambient-context-trigger-skill

by Alpha-Park
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

genpark-cue-desktop-ambient-context-trigger-skill

Python 3.9+ License MIT MCP Compatible GenPark AI Zero Dependencies

🌐 GenPark MCP Hub • 📦 GenPark Official • 📖 Documentation

📌 Overview & Capability

genpark-cue-desktop-ambient-context-trigger-skill is a deterministic, high-performance, zero-dependency Python tool and native Model Context Protocol (MCP) server engineered for next-generation personal AI agents (distilling breakthrough capabilities from Today AI, Manus, Cue, Meta, Muse, and Instinct).

Executive Capability: Ambient desktop context listener, screen text & clipboard change trigger, and non-intrusive proactive intent predictor (inspired by Cue).

⚡ Key Highlights

  • 🐍 Zero External pip Dependencies: Implemented entirely with pure Python standard library for instant zero-overhead execution.

  • 🔌 Native Model Context Protocol (MCP): Plugs directly into any MCP-compliant client via JSON-RPC 2.0 stdio.

  • 🧠 Personal Agent Cognitive Architecture: Fast subconscious intent reflexes, ambient screen/clipboard cues, episodic life memory, and deep autonomous task resolution.

  • 🛡️ Production-Hardened: Comprehensive error handling, boundary validation, and telemetry.

Related MCP server: Little Mouse Pointer

🏗️ Architecture

graph LR
    User([👤 User / Ambient Environment]) -->|Sensory Signals & Goals| Core[⚡ genpark-cue-desktop-ambient-context-trigger-skill Engine]
    Core --> Memory[(🧠 Episodic & Context Graph)]
    Core --> Executor[🤖 Autonomous Action Pipeline]
    Executor --> Result[📊 Proactive Action & Telemetry]
    Result --> User

🚀 Quickstart & Usage

1. Direct Python Client Execution

python example_usage.py

2. Programmatic Integration

from client import CueDesktopAmbientTrigger

client = CueDesktopAmbientTrigger()
result = client.run_cue_benchmark()
print(result)

🔌 Model Context Protocol (MCP) Setup

Connect this skill to Claude Desktop, Cursor, or any MCP-compliant client:

claude_desktop_config.json

{
  "mcpServers": {
    "genpark-cue-desktop-ambient-context-trigger-skill": {
      "command": "python",
      "args": ["/path/to/genpark-cue-desktop-ambient-context-trigger-skill/mcp_server.py"]
    }
  }
}

Direct MCP Testing

python mcp_server.py --test

📊 Technical Specifications

Parameter

Type

Required

Description

payload

string / dict

Yes

Sensory inputs, task goals, or ambient telemetry

options

dict

No

Cognitive depth, energy profiles, or execution timeouts

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    This server cannot be deployed

    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    Resources

    Related MCP Connectors

    Related MCP Servers

    • windows-context-mcp

      nandhakumar-murugan
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to access real-time Windows PC context including active window, system performance, screen time, productivity analytics, and historical usage through MCP tools.
      2
      MIT

    • Little Mouse Pointer

      Fish121380
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to select Windows desktop UI elements, windows, or screen regions via mouse hover, then obtain context through UI Automation, screenshots, and local OCR for MCP-compatible clients.
      2
      MIT

    • genpark-cue-desktop-ambient

      alphaparkinc
      F
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP-compliant clients to listen to ambient desktop context, detect screen text and clipboard changes, and proactively predict user intent through a zero-dependency Python server.
      7
      -