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drugbank-database

Access DrugBank data to analyze drug properties, interactions, targets, and pathways.

8|Updated Nov 19, 2025
Search Tags:#drug discovery#drug interactions#cheminformatics#pharmacology#drugbank#drug targets
One-click install
npx skills add https://github.com/sanand0/scientific-research --skill drugbank-database-sanand0
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: drugbank-database
Source: https://github.com/sanand0/scientific-research/tree/main/.claude/skills/drugbank-database
Command: npx skills add https://github.com/sanand0/scientific-research --skill drugbank-database-sanand0

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires drugbank-downloader, bioversions, lxml, pandas, rdkit, networkx, scikit-learn, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides programmatic access to the DrugBank database, enabling detailed analysis of drugs, their properties, interactions, targets, and pathways, eliminating the need for manual data retrieval and complex parsing.

Core Features & Use Cases

  • Data Access: Download and parse the entire DrugBank database efficiently.
  • Drug Queries: Retrieve specific information on drugs, including chemical properties, pharmacology, and external identifiers.
  • Interaction Analysis: Analyze drug-drug interactions, identify contraindications, and assess polypharmacy risks.
  • Target & Pathway Mapping: Understand drug mechanisms by linking them to protein targets and biological pathways.
  • Chemical Analysis: Perform structure-based analysis, similarity searches, and ADMET predictions.
  • Use Case: A researcher can use this Skill to identify all known drug targets for a specific compound, find structurally similar drugs for repurposing, and check for potential drug-drug interactions with a patient's current medication list.

Quick Start

Use the drugbank-database skill to get the SMILES structure for the drug with DrugBank ID DB00001.

Frequently Asked Questions about drugbank-database

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

FAQPage Schema
How do I retrieve drug properties and pharmacology data from the DrugBank database programmatically?▼

You can retrieve drug properties and pharmacology data by downloading and parsing the DrugBank database, which provides programmatic access to over 9,500 drug entries for detailed chemical and target analysis.

Can I analyze drug-drug interactions and check for contraindications using DrugBank data?▼

Yes, DrugBank data analysis enables you to analyze drug-drug interactions, identify contraindications, and assess polypharmacy risks efficiently through programmatic database queries.

How does target and pathway mapping work for drug discovery research?▼

Target and pathway mapping links specific drugs to their protein targets and biological pathways, allowing researchers to understand drug mechanisms and identify known targets for specific compounds.

Does this Skill support chemical structure analysis and similarity searches for drug repurposing?▼

Yes, the Skill supports structure-based analysis, similarity searches, and ADMET predictions, allowing you to find structurally similar drugs for repurposing using RDKit and cheminformatics libraries.

What dependencies do I need to perform cheminformatics analysis with DrugBank data?▼

You need dependencies including rdkit for chemical structures, pandas for data manipulation, networkx for pathway mapping, lxml for parsing, and scikit-learn for predictive analysis.

Are there limitations when parsing the entire DrugBank database for pharmaceutical research?▼

Parsing the entire DrugBank database requires efficient data retrieval mechanisms, and limitations depend on local processing capacity when analyzing over 9,500 drug entries and their complex interaction networks.

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