Alternatives

Galaxy alternatives for AI agents.

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

Current skill

Galaxy

Data intensive science for everyone.

99
Quality
89
Trust
1.8K
Stars
#1

Gatk

Similarity 154Trust 89Excellent 99

Official code repository for GATK versions 4 and up

2.0K starsJun 16, 2026 pushgeo-scienceJavaBioinformatics
$ npx skills add broadinstitute/gatk
#2

Biopython

Similarity 138Trust 91Excellent 100

Official git repository for Biopython (originally converted from CVS)

5.1K starsJun 8, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add biopython/biopython
#3

Jvarkit

Similarity 129Trust 80Strong 73

Java utilities for Bioinformatics

523 starsMay 7, 2026 pushgeo-scienceJavaBioinformatics
$ npx skills add lindenb/jvarkit
#4

Hail

Similarity 128Trust 93Excellent 100

Cloud-native genomic dataframes and batch computing

1.1K starsJun 15, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add hail-is/hail
#5

Ncbi Genome Download

Similarity 126Trust 89Excellent 96

Scripts to download genomes from the NCBI FTP servers

1.1K starsApr 7, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add kblin/ncbi-genome-download
#6

DeepTools

Similarity 125Trust 77Promising 63

Tools to process and analyze deep sequencing data.

761 starsJul 23, 2025 pushgeo-sciencePythonBioinformatics
$ npx skills add deeptools/deepTools
#7

Plantcv

Similarity 123Trust 86Excellent 86

Plant phenotyping with image analysis

798 starsJun 15, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add danforthcenter/plantcv
#8

Jcvi

Similarity 122Trust 86Strong 81

Python library to facilitate genome assembly, annotation, and comparative genomics

918 starsMay 2, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add tanghaibao/jcvi
#9

Minimap2

Similarity 122Trust 89Excellent 100

A versatile pairwise aligner for genomic and spliced nucleotide sequences

2.2K starsMay 19, 2026 pushgeo-scienceCBioinformatics
$ npx skills add lh3/minimap2
#10

Bioconda Recipes

Similarity 122Trust 89Excellent 100

Conda recipes for the bioconda channel.

1.8K starsJun 16, 2026 pushgeo-scienceShellBioinformatics
$ npx skills add bioconda/bioconda-recipes
#11

Scanpy

Similarity 121Trust 93Excellent 100

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

2.5K starsJun 15, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add scverse/scanpy
#12

Sourmash

Similarity 121Trust 82Strong 80

Quickly search, compare, and analyze genomic and metagenomic data sets.

547 starsJun 15, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add sourmash-bio/sourmash
#13

Scikit Bio

Similarity 120Trust 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
#14

Rush

Similarity 120Trust 87Excellent 96

A cross-platform command-line tool for executing jobs in parallel

1.1K starsApr 8, 2026 pushgeo-scienceGoBioinformatics
$ npx skills add shenwei356/rush
#15

Adam

Similarity 120Trust 92Excellent 92

ADAM is a genomics analysis platform with specialized file formats built using Apache Avro, Apache Spark, and Apache Parquet. Apache 2 licensed.

1.1K starsMar 17, 2026 pushgeo-scienceScalaBioinformatics
$ npx skills add bigdatagenomics/adam
#16

Omicverse

Similarity 120Trust 94Excellent 100

A python library for multi omics included bulk, single cell and spatial RNA-seq analysis.

1.0K starsJun 14, 2026 pushgeo-sciencePythonBioinformatics
$ npx skills add omicverse/omicverse

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 Galaxy 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.