bioservices

Installation
SKILL.md

BioServices

Overview

BioServices is a Python package providing programmatic access to approximately 40 bioinformatics web services and databases. Retrieve biological data, perform cross-database queries, map identifiers, analyze sequences, and integrate multiple biological resources in Python workflows. The package handles both REST and SOAP/WSDL protocols transparently.

When to Use This Skill

This skill should be used when:

  • Retrieving protein sequences, annotations, or structures from UniProt, PDB, Pfam
  • Analyzing metabolic pathways and gene functions via KEGG or Reactome
  • Searching compound databases (ChEBI, ChEMBL, PubChem) for chemical information
  • Converting identifiers between different biological databases (KEGG↔UniProt, compound IDs)
  • Running sequence similarity searches (BLAST, MUSCLE alignment)
  • Querying gene ontology terms (QuickGO, GO annotations)
  • Accessing protein-protein interaction data (PSICQUIC, IntactComplex)
  • Mining genomic data (BioMart, ArrayExpress, ENA)
  • Integrating data from multiple bioinformatics resources in a single workflow
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First Seen
Jan 20, 2026