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NCCN Guidelines MCP Server

by gscfwid

🏥 NCCN Guidelines MCP Server

Python MCP License Version

PyPDF HTTPX NCCN

A Model Context Protocol (MCP) server that provides access to NCCN (National Comprehensive Cancer Network) clinical guidelines.

🔬 How It Works

This project follows a systematic approach to provide accurate medical guidance:

  1. 🧠 Problem Analysis: Understands the clinical question or scenario

  2. 📋 Guidelines Retrieval: Searches the NCCN index for relevant guidelines

  3. 📄 Page-by-Page Reading: Downloads and extracts specific pages from guidelines

  4. 🎯 Evidence-Based Response: Provides answers based on the extracted content

💡 Note: This system does not use RAG (Retrieval-Augmented Generation) to ensure accuracy. Instead, it reads guidelines directly, which may result in longer response times during index initialization and PDF downloading/reading, but provides more reliable and precise medical guidance.

Related MCP server: MarkLogic MCP Server

✨ Features

  • 📚 Guidelines Index: Automatically fetches and maintains an up-to-date index of NCCN guidelines

  • ⬇️ PDF Download: Downloads NCCN guideline PDFs with authentication support

  • 📝 Content Extraction: Extracts specific pages from PDF documents with layout preservation

  • 🚀 Smart Caching: Index is cached for 7 days to minimize server load

🛠️ Installation

  1. Clone the repository:

git clone https://github.com/gscfwid/NCCN_guidelines_MCP cd NCCN_guidelines_MCP
  1. Install dependencies using uv:

uv sync

⚙️ Configuration

🔧 Configure Client (Note: Supports only agents, such as Cursor, Cline, Claude desktop, etc.)

⚠️ Important: Claude desktop may warn about insufficient context length when running this MCP.

Add this to your Client configuration:

Configuration with Environment Variables

{ "mcpServers": { "nccn-guidelines": { "command": "uv", "args": ["--directory", "<abslute_direction_of_NCCN_guidelines_MCP>", "run", "server.py"], "env": { "NCCN_USERNAME": "<your_nccn_username>", "NCCN_PASSWORD": "<your_nccn_password>" } } } }

⚠️ Important Notes

  • 👤 NCCN Account Registration: Please note that the NCCN username and password mentioned above must be registered on the official NCCN website.

  • 🚀 First-time Setup: When you first start the MCP server, it needs to generate the YAML index of NCCN guidelines. This process takes 1-2 minutes, so please wait before attempting to use the server.

  • ⏱️ Response Times: Due to the non-RAG approach for accuracy, expect longer response times during guideline downloading and PDF reading processes.

💬 Prompts

To have better response, please add the prompt in the file of prompt.md to the instruction of your Agent Client before your Question.

🛠️ Available Tools

  1. 📊 get_index: Get the raw contents of the NCCN guidelines index YAML file.

  2. 📥 download_pdf: Download NCCN guideline PDFs

    • url: PDF URL to download

    • filename (optional): Custom filename

    • username (optional): NCCN login username (defaults to NCCN_USERNAME env var)

    • password (optional): NCCN login password (defaults to NCCN_PASSWORD env var)

  3. 📖 extract_content: Extract content from PDF pages

    • pdf_path: Path to PDF file

    • pages (optional): Comma-separated page numbers (e.g., "1,3,5-7")

💡 Usage Example

Here are some example questions you can ask:

  1. 🔬 What are the available first-line immunotherapy options for ES-SCLC?

  2. 🎯 What is the initial chemotherapy for triple-negative breast cancer?

  3. 🧬 What are the immunotherapy options for neuroendocrine tumors?

Deploy Server
A
security – no known vulnerabilities
A
license - permissive license
A
quality - confirmed to work

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