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
Install the package using pip:
pip install mcp-rdkitRun the application:
python -m mcp_rdkit
Demo
You can integrate this directly into Claude App:
.png?raw=true)
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.
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"
]
}
RDKIT MCP is certified and indexed by MCP Review
RDKit Chemical Informatics Server
Project Details
- s20ss/mcp_rdkit
- Last Updated: 6/13/2025
Recomended MCP Servers
MCP Server SSE Impl
MCP Server to run python code locally
An MCP server that powers AI agents with indexed blockchain data from The Graph.
Azure AHDS FHIR MCP Server
dameng-mcp-server
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support Firecrawl, SearXNG, Tavily, DuckDuckGo, Bing, etc.





