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MCP Summarization Functions logo

MCP Summarization Functions

Braffolk/MCP-summarization-functions

A powerful MCP server that provides intelligent summarization capabilities through a clean, extensible architecture. Built with modern TypeScript and designed for seamless integration with AI workflows.

View on GitHub30

Install

npx -y @smithery/cli install mcp-summarization-functions --client claude

Client configuration

{
  "mcpServers": {
    "MUST_USE_summarization": {
      "command": "node",
      "args": [
        "<value>"
      ],
      "env": {
        "PROVIDER": "<PROVIDER>",
        "API_KEY": "<API_KEY>",
        "MODEL_ID": "<MODEL_ID>",
        "MCP_WORKING_DIR": "<MCP_WORKING_DIR>"
      }
    }
  }
}

Environment variables

PROVIDERAPI_KEYMODEL_IDMCP_WORKING_DIRPROVIDER_BASE_URLOPENAI_API_KEY
GitHub stars
30
Author
@Braffolk
Category
Knowledge Management, Developer Tools
License
MIT
Updated
Oct 6, 2026

Features

  • Command Output Summarization Execute commands and get concise summaries of their output

  • File Content Analysis Summarize single or multiple files while maintaining technical accuracy

  • Directory Structure Understanding Get clear overviews of complex directory structures

  • Flexible Model Support Use models from different providers

  • AI Agent Context Optimization Prevent context window overflow and improve AI agent performance through intelligent summarization

Tools (13)

  • PROVIDER

    AI provider to use.

  • API_KEY

    API key for the selected provider

  • MODEL_ID

    Specific model to use (defaults to provider's standard model)

  • PROVIDER_BASE_URL

    Custom API endpoint for OpenAI-compatible providers

  • MAX_TOKENS

    Maximum tokens for model responses (default: 1024)

  • SUMMARIZATION_CHAR_THRESHOLD

    Character count threshold for when to summarize (default: 512)

  • SUMMARIZATION_CACHE_MAX_AGE

    Cache duration in milliseconds (default: 3600000 - 1 hour)

  • MCP_WORKING_DIR

    fallback directory for trying to find files with relative paths from

  • summarize_command

    Execute and summarize command output.

  • summarize_files

    Summarize file contents.

  • summarize_directory

    Get directory structure overview.

  • summarize_text

    Summarize arbitrary text content.

  • get_full_content

    Retrieve the full content for a given summary ID.

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
Claude Desktop logo

Claude Desktop

Desktop · Freemium · Proprietary

Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS
Cline logo

Cline

Desktop · Free · MIT

An AI coding assistant integrated into the IDE. Supports MCP servers for enhanced functionality.

WindowsMacOSLinux

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