Alternatives

Graphein alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Graphein

Protein Graph Library

100
Quality
92
Trust
1.2K
Stars
#1

Dgl Lifesci

Similarity 141Trust 75Promising 55

Python package for graph neural networks in chemistry and biology

805 starsNov 1, 2023 pushgeo-sciencePythonBioinformatics
$ npx skills add awslabs/dgl-lifesci
#2

DeepPurpose

Similarity 129Trust 85Strong 71

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

1.2K starsJun 10, 2024 pushgeo-scienceJupyter NotebookBioinformatics
$ npx skills add kexinhuang12345/DeepPurpose
#3

Biopandas

Similarity 125Trust 86Excellent 86

Working with molecular structures in pandas DataFrames

752 starsMay 22, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add BioPandas/biopandas
#4

Scikit Bio

Similarity 122Trust 95Excellent 100

scikit-bio: a community-driven Python library for bioinformatics, providing versatile data structures, algorithms and educational resources.

1.2K starsJun 8, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add scikit-bio/scikit-bio
#5

ColabFold

Similarity 121Trust 93Excellent 100

Making Protein folding accessible to all!

2.8K starsJun 15, 2026 pushgeo-scienceJupyter NotebookBioinformatics
$ npx skills add sokrypton/ColabFold
#6

Biotite

Similarity 118Trust 86Excellent 87

A comprehensive library for computational molecular biology

958 starsJun 11, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add biotite-dev/biotite
#7

Poly

Similarity 117Trust 86Excellent 86

A Go package for engineering organisms.

729 starsJun 10, 2026 pushgeo-scienceGoBioinformatics
$ npx skills add bebop/poly
#8

MLLMCelltype

Similarity 117Trust 86Excellent 85

Cell type annotation for single-cell RNA-seq using multi-LLM consensus

646 starsJun 15, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add cafferychen777/mLLMCelltype
#9

Cobrapy

Similarity 116Trust 85Excellent 85

COBRApy is a package for constraint-based modeling of metabolic networks.

568 starsJun 6, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add opencobra/cobrapy
#10

Biopython

Similarity 116Trust 91Excellent 100

Official git repository for Biopython (originally converted from CVS)

5.1K starsJun 8, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add biopython/biopython
#11

TDC

Similarity 116Trust 87Strong 84

Therapeutics Commons (TDC): Multimodal Foundation for Therapeutic Science

1.3K starsJul 13, 2025 pushgeo-scienceJupyter NotebookBioinformatics
$ npx skills add mims-harvard/TDC
#12

Nextflow

Similarity 115Trust 92Excellent 100

A DSL for data-driven computational pipelines

3.4K starsJun 16, 2026 pushgeo-scienceGroovyBioinformatics
$ npx skills add nextflow-io/nextflow
#13

Fastp

Similarity 115Trust 95Excellent 100

An ultra-fast all-in-one FASTQ preprocessor (QC/adapters/trimming/filtering/splitting/merging...)

2.4K starsJun 1, 2026 pushgeo-scienceC++Bioinformatics
$ npx skills add OpenGene/fastp
#14

Scanpy

Similarity 115Trust 93Excellent 100

Single-cell analysis in Python. Scales to >100M cells.

2.5K starsJun 15, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add scverse/scanpy
#15

MMseqs2

Similarity 115Trust 93Excellent 100

MMseqs2: ultra fast and sensitive search and clustering suite

2.1K starsJun 15, 2026 pushgeo-scienceCBioinformatics
$ npx skills add soedinglab/MMseqs2
#16

Minimap2

Similarity 114Trust 89Excellent 100

A versatile pairwise aligner for genomic and spliced nucleotide sequences

2.2K starsMay 19, 2026 pushgeo-scienceCBioinformatics
$ npx skills add lh3/minimap2

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Graphein if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.