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Intelligent Tool Selection (Experimental)

SCMCP implements an intelligent tool selection system to optimize performance and reduce token usage.

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How it Works

The intelligent tool selection system operates in two phases:
  1. Search_tool: First identifies the most relevant tools for your analysis
  2. run_tool: Then runs only the selected tools, reducing token consumption

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Usage

  1. Ensure you have the latest version of scmcp-shared installed:
pip install --upgrade scmcp-shared
  1. Start the server with intelligent tool selection enabled:
export API_KEY=sk-***
export BASE_URL="https://api.openai.com/v1"
export MODEL="gpt-4o"
scmcp run --transport shttp --port 8000 --run-mode tool --tool-mode auto
  1. Configure your MCP client to connect to the server:
{
  "mcpServers": {
    "scmcp": {
      "url": "http://localhost:8000/mcp"
    }
  }
}