Configure inputs to begin
Set options on the left, then click “Design Primers”.

Antibody humanization and humanness evaluation platform from Merck. Sapiens mode uses deep learning trained on the Observed Antibody Space (OAS) to humanize antibody sequences, while OASis mode evaluates humanness using 9-mer peptide search against human antibody databases.

Generate batches of mutated DNA variants from one or more FASTA sequences. Create substitution, insertion, deletion, or mixed variant libraries with reproducible settings.

Inverse folding with ESM-IF1. Design protein sequences for given 3D backbone structures using a geometric deep learning model. Generate multiple sequence variants optimized for your target structure.

Design thermostable protein sequences using ProteinMPNN trained on hyperthermophilic organism structures. Generates sequences optimized for improved thermal stability without requiring ligands or additional context.

Design antibody CDR sequences via inverse folding. Generates complementarity-determining region (CDR) sequences for antibodies targeting therapeutic antigens using deep learning. Optimizes CDR loops (HCDR1, HCDR2, HCDR3) based on antibody-antigen complex structures.

Design protein sequences with atomic context from ligands, metals, and nucleotides. Achieves 63.3% sequence recovery at binding sites, significantly outperforming ProteinMPNN (50.5%).

ProFam-1 is a protein family language model for family-conditioned sequence generation. Provide a protein family FASTA/MSA and generate new sequences with model likelihood scores for downstream ranking and screening.

Design protein sequences for given backbone structures using deep learning. Fast and accurate inverse folding with state-of-the-art sequence recovery (52.4%).

Generate random DNA sequences with customizable length, GC content, and restriction sites for molecular cloning and testing purposes.

RNAinverse designs RNA sequences for a specified target secondary structure using ViennaRNA inverse-folding semantics.
Primer3 is one of the standard tools for PCR primer design. It searches a DNA template for primer pairs that satisfy thermodynamic, compositional, positional, and product-size constraints, then ranks the surviving candidates by penalty score.
ProteinIQ wraps the native Primer3 2.6.1 core. The tool keeps Primer3's default generic PCR workflow and supports a focused set of native controls without reimplementing the scoring model.
For related preprocessing, you can use GC Content to inspect template composition or DNA to Protein to check coding sequence context before primer design.
Primer3 evaluates candidate oligos against hard constraints such as:
Candidates that pass those filters are ranked by penalty score. Lower penalties are better and indicate candidates that sit closer to the configured optima.
Submit one DNA sequence per job as raw text or a single-record FASTA file. Multi-record FASTA is rejected instead of silently using only the first record.
The Region mode control maps directly to Primer3's native sequence tags:
Auto: no region constraintTarget region: mapped to SEQUENCE_TARGETIncluded region: mapped to SEQUENCE_INCLUDED_REGIONUse Region start position and Region length with either target or included mode. Excluded region start and Excluded region length map to SEQUENCE_EXCLUDED_REGION.
Primer Size: maps to PRIMER_MIN_SIZE, PRIMER_OPT_SIZE, and PRIMER_MAX_SIZEMelting Temperature: maps to PRIMER_MIN_TM, PRIMER_OPT_TM, and PRIMER_MAX_TMGC Content: maps to PRIMER_MIN_GC, PRIMER_MAX_GC, and optionally PRIMER_OPT_GC_PERCENTProduct Size: maps to PRIMER_PRODUCT_SIZE_RANGE and optionally PRIMER_PRODUCT_OPT_SIZEMax homopolymer length: PRIMER_MAX_POLY_XGC clamp: PRIMER_GC_CLAMPMax GC at 3' end: PRIMER_MAX_END_GCMax Ns accepted: PRIMER_MAX_NS_ACCEPTEDMax Tm difference: PRIMER_PAIR_MAX_DIFF_TMMax self-complementarity: PRIMER_MAX_SELF_ANYMax 3' self-complementarity: PRIMER_MAX_SELF_ENDMax pair complementarity: PRIMER_PAIR_MAX_COMPL_ANYMax 3' pair complementarity: PRIMER_PAIR_MAX_COMPL_ENDMax hairpin Tm: PRIMER_MAX_HAIRPIN_THThe thermodynamics section maps to Primer3's chemistry-aware settings, including:
PRIMER_ANNEALING_TEMPPRIMER_DMSO_CONCPRIMER_DMSO_FACTORPRIMER_FORMAMIDE_CONCPRIMER_SALT_MONOVALENTPRIMER_SALT_DIVALENTPRIMER_DNTP_CONCPRIMER_DNA_CONCPRIMER_TM_FORMULAPRIMER_SALT_CORRECTIONSIf you set annealing temperature, Primer3 can also report bound-percentage metrics for returned primers.
Optional left and right 5' overhangs map to SEQUENCE_OVERHANG_LEFT and SEQUENCE_OVERHANG_RIGHT. Primer3 includes these overhangs in complementarity and product-size calculations where native defines them, while Tm and GC% remain tied to the template-binding portion.
The results table is built from native Primer3 output. ProteinIQ keeps the original tag map in the result payload and also presents a spreadsheet view with high-value fields such as:
Primer3's explain strings are returned alongside the table so you can see why candidates were rejected or why not enough primer pairs were found.