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chembl-database

Query and analyze bioactive molecules and drug targets from the ChEMBL database.

Updated Dec 17, 2025
Search Tags:#bioinformatics#drug discovery#bioactivity#medicinal chemistry#chembl
One-click install
npx skills add https://github.com/robotlearning123/claude-scientific-skills --skill chembl-database-robotlearning123
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: chembl-database
Source: https://github.com/robotlearning123/claude-scientific-skills/tree/main/scientific-skills/chembl-database
Command: npx skills add https://github.com/robotlearning123/claude-scientific-skills --skill chembl-database-robotlearning123

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires chembl_webresource_client, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides programmatic access to the ChEMBL database, allowing researchers to query and analyze bioactive molecules, drug targets, and related data.

Core Features & Use Cases

  • Query Bioactive Molecules: Search by name, structure, properties, and retrieve information on millions of compounds.
  • Explore Targets: Access information about protein targets, including gene regulation and drug-target interactions.
  • Bioactivity Analysis: Analyze IC50, Ki, EC50 values and other activity measurements.
  • Drug Information: Retrieve information on approved drugs and clinical candidates.
  • Use Case: Imagine you're a medicinal chemist looking for inhibitors of a specific protein target. This Skill enables you to search the ChEMBL database, identify potential inhibitors, and analyze their properties and activity.

Quick Start

Use the chembl skill to search for all compounds with the SMILES string 'CC(=O)Oc1ccccc1C(=O)O' and retrieve their details.

Frequently Asked Questions about chembl-database

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I query bioactive molecules from the ChEMBL database for drug discovery?▼

You can search the ChEMBL database for bioactive molecules by compound name, SMILES structure, or specific properties. This Skill retrieves detailed information on millions of compounds for drug discovery and biological research.

What is the best way to retrieve protein targets and drug-target interactions in medicinal chemistry?▼

The best way is querying the ChEMBL database through this Skill, which provides access to protein targets, drug-target interactions, and gene regulation data for medicinal chemistry research.

Can I analyze IC50, Ki, and EC50 bioactivity values using the ChEMBL database?▼

Yes, you can analyze IC50, Ki, and EC50 bioactivity values using this Skill to query the ChEMBL database, retrieving and evaluating various activity measurements for bioactive molecules and drug candidates.

How do I search for approved drugs and clinical candidates by SMILES string?▼

Search for approved drugs and clinical candidates by providing a SMILES string to this Skill, which queries the ChEMBL database and retrieves matching compound details, properties, and drug information.

Does this ChEMBL query tool require the chembl_webresource_client package?▼

Yes, this Skill requires the chembl_webresource_client package as a dependency to programmatically query and analyze bioactive molecules, drug targets, and related bioactivity data from the ChEMBL database.

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