Agent skill · Databases

uniprot-protein-database

Query UniProt REST API: search by gene/protein name, fetch FASTA, map IDs (Ensembl, PDB, RefSeq), access Swiss-Prot annotations. Use bioservices for multi-DB access; alphafold-database for structures.

BioTender-maxgithub.com/BioTender-maxGitHub ↗
claude-codeNOASSERTION
Install
npx skills add BioTender-max/awesome-bio-agent-skills --skill uniprot-protein-database --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 13 KB
Bundled scripts: none
Path: skills/sciagent/uniprot-protein-database/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 135
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# UniProt — Protein Database ## Overview UniProt is the most comprehensive protein sequence and functional annotation database, containing 250M+ entries. This skill covers programmatic access via the UniProt REST API for protein search, sequence retrieval, ID mapping, and annotation queries. Swiss-Prot entries are manually curated; TrEMBL entries are computationally predicted. ## When to Use - Searching for proteins by gene name, accession, organism, or function keywords - Retrieving protein sequences in FASTA format for downstream analysis - Mapping identifiers between databases (UniProt ↔ Ensembl, PDB, RefSeq, KEGG) - Accessing protein annotations: GO terms, domains, post-translational modifications - Batch retrieving multiple protein entries for comparative analysis - Downloading reviewed (Swiss-Prot) protein datasets for a specific organism - For **unified access to 40+ databases**, use bioservices instead - For **protein 3D structures**, use alphafold-database or pdb-database ## Prerequisites ```bash pip install requests pandas ``` **API Rate Limits**: UniProt REST API has no strict rate limit but recommends adding `time.sleep(0.5)` between batch requests. For large queries (>

What's inside
Steps it walks through
  1. Overview
  2. When to Use
  3. Prerequisites
  4. Quick Start
  5. Core API
  6. 1. Protein Search
  7. 2. Protein Entry Retrieval
  8. 3. ID Mapping
  9. 4. Batch Retrieval and Streaming
  10. 5. Pagination and Cursor-Based Iteration
  11. 6. Field Selection and Annotations
  12. Key Parameters
  13. Best Practices
  14. Common Recipes
Commands it runs
pip install requests pandas
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About this skill
What does the uniprot-protein-database skill do?

Query UniProt REST API: search by gene/protein name, fetch FASTA, map IDs (Ensembl, PDB, RefSeq), access Swiss-Prot annotations. Use bioservices for multi-DB access; alphafold-database for structures.

How do I install it?

Run `npx skills add BioTender-max/awesome-bio-agent-skills --skill uniprot-protein-database --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From BioTender-max/awesome-bio-agent-skills, a repository with 135 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going