M

Molecule Visualization (ChimeraX, PyMOL)

Molecule-MCP is a server that connects molecular science tools with Claude AI, enabling AI to directly control molecular modeling tools through the MCP protocol
2.5 points
87

What is Molecule-MCP?

Molecule-MCP is a server based on the Model Context Protocol (MCP) that integrates molecular science-related tools (such as PyMOL, ChimeraX, and GROMACS Copilot) with Claude AI. In this way, Claude AI can control these tools in real-time and serve as a collaborative partner for scientists to assist you in molecular modeling.

How to use Molecule-MCP?

First, ensure that Claude Desktop is installed and configure the MCP server in the settings. Then, start the server with simple commands and connect to the required tools. Finally, use Claude AI to send instructions to perform tasks.

Applicable scenarios

Molecule-MCP is particularly suitable for researchers who need to quickly generate molecular models, optimize molecular structures, and analyze biological macromolecules.

Main Features

Multi-tool supportSupports multiple molecular simulation tools such as PyMOL, ChimeraX, and GROMACS Copilot.
Real-time interactionAllows Claude AI to directly manipulate tools and obtain real-time feedback.
Cross-platform compatibilitySuitable for Windows, MacOS, and Linux systems.

Advantages and Limitations

Advantages
Improve work efficiency
Reduce learning costs
Enhance visualization capabilities
Limitations
Requires Claude Desktop support
Has certain requirements for hardware performance

How to Use

Install dependencies
Ensure that Python, pip, and Claude Desktop are installed.
Configure Claude Desktop
Open Claude > Settings > Developer > Edit the configuration file claude_desktop_config.json.
Start the server
Run the following command in the terminal to start the MCP server.

Usage Examples

View protein structureUse PyMOL to visualize the three-dimensional structure of a specific protein.
Optimize the conformation of small molecule ligandsUse GROMACS Copilot to optimize the chemical stability of the specified ligand.

Frequently Asked Questions

Is Molecule-MCP free?
Why is Claude Desktop required?
How to solve performance issues?

Related Resources

Official Documentation
Detailed installation guide and technical documentation.
GitHub Code Repository
Source code and contribution guidelines.
Video Tutorial
Quick start video.
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "pymol": {
      "command": "/path/to/mcp",
      "args": [
        "run",
        "/path/to/molecule-mcp/pymol_server.py"
      ]
    },
    "chimerax": {
      "command": "/path/to/mcp",
      "args": [
        "run",
        "/path/to/molecule-mcp/ChimeraX_server.py"
      ]
    },
    "gromacs_copilot": {
      "command": "/path/to/mcp",
      "args": [
        "run",
        "/path/to/molecule-mcp/mcp_server.py"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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