Sponsored by Deepsite.site

Rdkit Chemical Informatics

创建者
s20ssa year ago
The MCP project integrates the RDKit library with the MCP (Model Context Protocol) framework to provide advanced chemical informatics tools. It includes functionalities for molecular visualization, descriptor calculation, and interaction with an MCP server.
内容

MCP RDKit Project

Overview

The mcp_rdkit project integrates the RDKit library with the MCP (Model Context Protocol) framework to provide advanced chemical informatics tools. It includes functionalities for molecular visualization, descriptor calculation, and interaction with an MCP server.

Features

  • Molecular Visualization: Generate images of molecules using RDKit.
  • Descriptor Calculation: Compute molecular descriptors such as molecular weight, logP, and more.
  • MCP Server Integration: Communicate with an MCP server for advanced chemical informatics tasks.

Project Structure

  • mcp_rdkit/

    • __main__.py: Entry point for the application. It initializes the MCP server and runs it in "stdio" mode.
    • rdkit_helper.py: Contains helper functions for RDKit operations, including:
      • Converting PIL images to base64.
      • Interfacing with the MCP server.
      • Utilizing RDKit for chemical computations.
  • setup.py: Configuration for packaging and distribution.

Requirements

  • Python 3.8 or higher
  • RDKit library
  • MCP framework

Installation

  1. Install the package using pip:

    pip install mcp-rdkit
    
  2. Run the application:

    python -m mcp_rdkit
    

Usage

  • Run the MCP server: The application starts an MCP server that can process chemical informatics tasks.

  • Generate molecular images: Use the RDKit helper functions to visualize molecules.

  • Calculate descriptors: Leverage RDKit's descriptor calculation tools for chemical analysis.

image

image

image

MCP Configuration Example

To use the RDKit server with MCP, add the following configuration to your mcp config file:

"rdkit-server": {
  "type": "stdio",
  "command": "python",
  "args": [
    "-m",
    "mcp_rdkit"
  ]
}

服务器配置

{
  "mcpServers": {
    "rdkit": {
      "command": "python",
      "args": [
        "-m",
        "mcp_rdkit"
      ]
    }
  }
}
推荐的 MCP Server
TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.
Tavily Mcp
ChatWiseThe second fastest AI chatbot™
Baidu Map百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。
Y GuiA web-based graphical interface for AI chat interactions with support for multiple AI models and MCP (Model Context Protocol) servers.
CursorThe AI Code Editor
AiimagemultistyleA Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.
Jina AI MCP ToolsA Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.
Howtocook Mcp基于Anduin2017 / HowToCook (程序员在家做饭指南)的mcp server,帮你推荐菜谱、规划膳食,解决“今天吃什么“的世纪难题; Based on Anduin2017/HowToCook (Programmer's Guide to Cooking at Home), MCP Server helps you recommend recipes, plan meals, and solve the century old problem of "what to eat today"
EdgeOne Pages MCPAn MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.
DeepChatYour AI Partner on Desktop
Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code
MCP AdvisorMCP Advisor & Installation - Use the right MCP server for your needs
Zhipu Web SearchZhipu Web Search MCP Server is a search engine specifically designed for large models. It integrates four search engines, allowing users to flexibly compare and switch between them. Building upon the web crawling and ranking capabilities of traditional search engines, it enhances intent recognition capabilities, returning results more suitable for large model processing (such as webpage titles, URLs, summaries, site names, site icons, etc.). This helps AI applications achieve "dynamic knowledge acquisition" and "precise scenario adaptation" capabilities.
MiniMax MCPOfficial MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
Playwright McpPlaywright MCP server
RedisA Model Context Protocol server that provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.
Serper MCP ServerA Serper MCP Server
Amap Maps高德地图官方 MCP Server
BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.
WindsurfThe new purpose-built IDE to harness magic