Summarization Functions

What it does

This MCP server acts as a context window optimizer for AI agents. It prevents crashes and token exhaustion by replacing large, raw outputs from command executions, file reads, and directory listings with concise, focused summaries while caching the full content for later retrieval if needed.

Tools

• summarize_command: Executes a shell command and summarizes the output.
• summarize_files: Analyzes and summarizes the content of one or more files.
• summarize_directory: Provides a structured overview of complex directory trees.
• summarize_text: Summarizes arbitrary text blocks like logs or API responses.
• get_full_content: Retrieves the original raw content using a summary ID.

Installation

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "summarization": {
      "command": "node",
      "args": ["path/to/summarization-functions/build/index.js"],
      "env": {
        "PROVIDER": "ANTHROPIC",
        "API_KEY": "your-api-key",
        "MODEL_ID": "claude-3-5-sonnet-20241022"
      }
    }
  }
}

Supported hosts

• claude