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Independent project, not affiliated with Anthropic
mims-harvard avatar

Tooluniverse Protein Structure Retrieval

mims-harvard/tooluniverse
397 installs1.6k stars
Summary

This is a comprehensive protein structure lookup tool that handles the messiness of retrieving and comparing structures from RCSB PDB, PDBe, and AlphaFold. It includes quality assessment logic that distinguishes between high-resolution experimental structures (X-ray under 2 Angstroms for drug design) and predicted AlphaFold models with confidence scores. The workflow handles disambiguation when you search by protein name, pulls metadata like resolution and R-factors, identifies bound ligands and binding sites, and ranks alternative structures. The domain reasoning is solid: it knows cryo-EM at 3-4 Angstroms is good for overall fold but not side chains, and that AlphaFold struggles with disordered regions. If you're doing structural biology work or computational drug discovery and need reliable structure retrieval with built-in quality checks, this handles the tedious parts well.

Install to Claude Code

npx -y skills add mims-harvard/tooluniverse --skill tooluniverse-protein-structure-retrieval --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
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Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
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Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
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belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
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Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
Granola, the best AI meeting recorder
Granola, the best AI meeting recorder
Notes, actions and memory. Without a meeting bot. First month 100% off.
Download for free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Categories
Code Review & QualityDesign & UI/UX
First SeenJun 3, 2026
View on GitHub

More from mims-harvard/tooluniverse

All 68 skills →
  • Tooluniverse Epigenomics389
  • Tooluniverse Systems Biology389
  • Tooluniverse Pharmacovigilance388
  • Tooluniverse Network Pharmacology387
  • Tooluniverse Precision Oncology385
  • Tooluniverse Chemical Compound Retrieval381
  • Create Tooluniverse Skill376
  • Tooluniverse Proteomics Analysis375
  • Tooluniverse Rare Disease Diagnosis375
  • Tooluniverse Target Research373
  • Tooluniverse Expression Data Retrieval370
  • Tooluniverse Clinical Trial Matching367
  • Tooluniverse Spatial Transcriptomics367
  • Tooluniverse Drug Repurposing366
  • Tooluniverse Protein Therapeutic Design366
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  • Devtu Optimize Skills364
  • Tooluniverse Statistical Modeling364
  • Tooluniverse Chemical Safety363
  • Tooluniverse Rnaseq Deseq2362
  • Devtu Create Tool359
  • Tooluniverse Binder Discovery359
  • Tooluniverse Multi Omics Integration359
  • Tooluniverse Gwas Drug Discovery357

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