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ChEMBL-MCP-Server
🔍 Enable AI assistants to search, access, and analyze ChEMBL through a simple MCP interface.
3 years
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ChEMBL-MCP-Server
A FastMCP wrapper server based on the chembl_webresource_client package, providing API access to the ChEMBL database.
Features
- Complete API access to the ChEMBL database
- Asynchronous API calls implemented using FastMCP framework
- Built-in error handling and timeout mechanisms
- Support for both HTTP and stdio transport methods
- Complete type annotations and docstrings
Installation
# Clone repository
git clone https://github.com/yourusername/ChEMBL-MCP-Server.git
cd ChEMBL-MCP-Server
# Install dependencies
pip install -r requirements.txt
Usage
Starting the Server
# Start HTTP server with default configuration
python chembl_searver.py
# Specify host and port
python chembl_searver.py --host 0.0.0.0 --port 8080
# Use stdio transport
python chembl_searver.py --transport stdio
# Set log level
python chembl_searver.py --log-level DEBUG
Available Parameters
-
--host
: Server host address, defaults to 127.0.0.1 -
--port
: Server port, defaults to 8000 -
--transport
: Transport method, choose between http or stdio, defaults to http -
--log-level
: Log level, choose from DEBUG, INFO, WARNING, ERROR, CRITICAL, defaults to INFO
API Functions
The server provides the following API functions:
Data Entity APIs
-
example_activity
: Get activity data -
example_assay
: Get assay data -
example_target
: Get target data -
example_molecule
: Get molecule data -
example_drug
: Get drug data - More data entity APIs...
Chemical Tool APIs
-
example_canonicalizeSmiles
: Canonicalize SMILES strings -
example_smiles2inchi
: Convert SMILES to InChI -
example_smiles2svg
: Convert SMILES to SVG image -
example_structuralAlerts
: Get structural alerts - More chemical tool APIs...
Examples
Check the chembl_search.py
file for examples of using various APIs.
Dependencies
- chembl_webresource_client: ChEMBL Web Service Client
- mcp: MCP Framework
- fastapi: FastAPI Framework
- uvicorn: ASGI Server
- asyncio: Asynchronous I/O Library
License
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Reviews

user_TH8KT9VV
As a dedicated user of ChEMBL-MCP-Server by JackKuo666, I've found it incredibly valuable for my research. The server's seamless integration with ChEMBL database and intuitive interface make it easy to navigate and extract vital information. Highly recommended for anyone in cheminformatics! Here's the link to explore more: https://github.com/JackKuo666/ChEMBL-MCP-Server