Validate structures before you publish
Assess predicted and experimental protein structures using MolProbity, Ramachandran analysis, and structural comparison tools.

MolProbity
All-atom validation with clashscore, Ramachandran, and rotamer analysis. The gold standard for structure quality.

DockQ
Assess docking model quality with a single score. Evaluate protein-protein complex predictions.

USAlign
Universal structure alignment for proteins, RNA, and complexes. Calculate TM-score and RMSD.

FoldSeek
Ultra-fast structure search. Find similar proteins across databases in seconds.

RMSD Calculator
Calculate root-mean-square deviation between structures. Compare predicted vs experimental coordinates.

Ramachandran Plot
Visualize backbone dihedral angles to assess structure quality and identify outliers.
Why researchers choose ProteinIQ
MolProbity and Ramachandran analysis provide confidence-independent validation
Predicted structures lack quality metrics like experimental structures
All validation tools run in your browser—no setup required
Running validation tools locally requires multiple installations
FoldSeek searches structure databases in seconds
Comparing structures across databases is tedious and slow
PROPKA predicts ionization states with a simple upload
pKa predictions needed for MD but tools are hard to use
How it works
Professional structure validation and quality assessment using industry-standard tools. Validate backbone geometry with Ramachandran plots, check all-atom contacts with MolProbity, predict pKa values with PROPKA, and compare structures with USAlign and FoldSeek.
Upload structure
Provide PDB file or fetch from RCSB
Validate geometry
MolProbity checks clashes, rotamers, and more
Analyze backbone
Ramachandran plot shows phi/psi distribution
Compare & search
Find similar structures with FoldSeek or USAlign
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