genpark-just-in-time-mcp-tool-compiler-skill

🌐 GenPark MCP Hub • 📦 GenPark Official • 📖 Documentation

🌟 Overview

genpark-just-in-time-mcp-tool-compiler-skill delivers robust, industrial-grade capabilities engineered for Multi-Agent Collaborative Swarms and Enterprise Workplace Execution. Built exclusively on the Python standard library with zero external runtime dependencies, it integrates seamlessly as a native Model Context Protocol (MCP) server or an importable Python module.

Autonomous Just-In-Time MCP Tool Synthesizer & Sandboxed Compiler (inspired by Manus Generalist Sandbox). Dynamically generates typed MCP tool schemas, validates Python execution AST trees against unsafe imports, compiles sandboxed callable handlers, and hot-plugs them into the active agent runtime.

💡 Key Capabilities

• Zero-Dependency Architecture: Runs anywhere Python 3.9+ is installed without pip install overhead or supply-chain vulnerabilities.

• Model Context Protocol (MCP) First: Compatible with Claude Desktop, Cursor, GenPark Engine, Meta Muse, and Tencent WorkBuddy runtime frameworks.

• Deterministic & Safe: Rigorous mathematical synchronization models, cryptographic hashing, AST syntax trees, and strict policy boundary validation.

• High Concurrency & Low Latency: In-memory thread-safe state synchronization, vector clock resolution, and high-throughput regex scanners.

Related MCP server: codemodekit

🚀 Quickstart

1. Direct Python Usage

from client import JustInTimeMCPToolCompiler

client = JustInTimeMCPToolCompiler()
result = client.synthesize_and_compile_tool()
print(result)

2. Standalone MCP Server Execution

Run the MCP server via standard JSON-RPC 2.0 stdio:

python mcp_server.py

Verify standard compliance and self-tests:

python mcp_server.py --test

3. Claude Desktop / Cursor MCP Configuration

Add this tool to your claude_desktop_config.json or Cursor MCP settings:

{
  "mcpServers": {
    "genpark-just-in-time-mcp-tool-compiler-skill": {
      "command": "python",
      "args": ["/absolute/path/to/genpark-just-in-time-mcp-tool-compiler-skill/mcp_server.py"]
    }
  }
}

🛠️ Verification & Testing

Run the included verification suite:

python example_usage.py

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

Developed with ❤️ by the GenPark Autonomous Agent Ecosystem Team.