Data bridges, importers, exporters, and provenance handoffs
Adapters
FASTA, image, workflow, repository, provenance, and compute handoff adapters that move submitted evidence into DarwinOmics research data contracts without losing traceability.
FASTAOME-ZarrGA4GHTerraOMEROProvenance
96Adapters available
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Every adapters entry
AICSImageIO Import
AICSImageIO Import processes image or spatial data into reviewable analysis artifacts while preserving file and metadata provenance.
Adapters
Runnable
image or spatial data
AlphaFold2 Multimer
AlphaFold2 Multimer applies protein, sequence, or structure modeling as a traceable analysis step with captured inputs and generated outputs.
Adapters
Runnable
protein or structure data
google-deepmind/alphafold | 14,697 stars
Anvil
Anvil converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
BAM Index
BAM Index handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
BAM Merge
BAM Merge handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
sequencing reads
BAM Sort
BAM Sort handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
samtools/samtools | 1,918 stars
BAM To CRAM
BAM To CRAM handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
BAM To FASTQ
BAM To FASTQ handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
BCF To VCF
BCF To VCF supports variant calling, normalization, or annotation so genomic findings can be reproduced from the supplied evidence.
Adapters
Runnable
variant calls
BED Intersect
BED Intersect converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
BED Merge
BED Merge converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
BED Sort
BED Sort converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Bio Formats Import
Bio Formats Import processes image or spatial data into reviewable analysis artifacts while preserving file and metadata provenance.
Adapters
Runnable
image or spatial data
Citation Provenance
Citation Provenance converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Codonfm
Codonfm converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
CRAM To BAM
CRAM To BAM handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
sequencing reads
CSV To H5AD
CSV To H5AD converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Darwinomics Cgt Adverse Event Harmonize
Harmonizes adverse event records into clinical event research data artifact rows.
Adapters
Available
Data adapter
Darwinomics Cgt Batch Record Normalize
Normalizes batch records and process parameters into manufacturing run rows.
Adapters
Available
Data adapter
Darwinomics Cgt Efficacy Endpoint Harmonize
Normalizes efficacy endpoint tables into clinical endpoint research data artifact rows.
Adapters
Available
Data adapter
Darwinomics Cgt Phenotype Flow Panel Ingest
Converts flow cytometry panel results into structured phenotype panel rows.
Adapters
Available
Data adapter
Darwinomics Cgt Sample Manifest Ingest
Converts sample sheets and assay manifests into research data artifact sample manifest rows.
Adapters
Available
sample metadata
Darwinomics Cgt Vector Batch Manifest Ingest
Normalizes vector lot, construct, production, and inventory metadata into vector batch rows.
Adapters
Available
Data adapter
Darwinomics Dcrf Adapters
The bridges between the outside world and research data artifact. Every file that enters the system goes through an adapter: FASTQ, BAM, VCF, TSV, H5AD, GFF3, Parquet, and 35 more formats.
Adapters
Runnable
Data adapter
Darwinomics Doc Docling Parser
Darwinomics Doc Docling Parser converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Darwinomics Doc Grobid Scholar Parser
Darwinomics Doc Grobid Scholar Parser converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Darwinomics Doc Landingai Ade Provider
Darwinomics Doc Landingai Ade Provider converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Darwinomics Doc Liteparse Provider
Rust-native LiteParse-compatible fast document parser that emits research data artifact document layout JSON for paper-reading pre-processing and model context construction.
Adapters
Runnable
Data adapter
Darwinomics Doc Llamaextract Provider
Darwinomics Doc Llamaextract Provider converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Darwinomics Doc Llamaparse Provider
Rust-native LlamaParse-compatible document parser that converts supplied paper text, source JSON, local files, PDF bytes, tables, figures, and references into research data artifact document layout JSON.
Adapters
Runnable
Data adapter
Darwinomics Doc Marker Parser
Darwinomics Doc Marker Parser converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Darwinomics Doc Markitdown Parser
Darwinomics Doc Markitdown Parser converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Darwinomics Doc Mineru Parser
Darwinomics Doc Mineru Parser converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Darwinomics Doc Unstructured Parser
Darwinomics Doc Unstructured Parser applies protein, sequence, or structure modeling as a traceable analysis step with captured inputs and generated outputs.
Adapters
Runnable
Data adapter
Darwinomics Proto Database AlphaFold Db
Darwinomics Proto Database AlphaFold Db applies protein, sequence, or structure modeling as a traceable analysis step with captured inputs and generated outputs.
Adapters
Runnable
protein or structure data
google-deepmind/alphafold | 14,697 stars
Darwinomics Proto Database Alphamissense Db
Darwinomics Proto Database Alphamissense Db converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
google-deepmind/alphafold | 14,697 stars
Darwinomics Proto Database Ccd Lookup
Darwinomics Proto Database Ccd Lookup supports molecular design or docking analysis with structured inputs, scored outputs, and provenance for review.
Adapters
Runnable
Data adapter
Darwinomics Proto Database Ensembl
Darwinomics Proto Database Ensembl converts incoming research evidence into sequence data while preserving traceability for the validation run.
Adapters
Runnable
sequence data
Darwinomics Proto Database Interproscan
Darwinomics Proto Database Interproscan converts sequence data into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
sequence data
Darwinomics Proto Database Ncbi
Darwinomics Proto Database Ncbi converts incoming research evidence into sequence data while preserving traceability for the validation run.
Adapters
Runnable
sequence data
Darwinomics Proto Database Pdb
Darwinomics Proto Database Pdb applies protein, sequence, or structure modeling as a traceable analysis step with captured inputs and generated outputs.
Adapters
Runnable
protein or structure data
Darwinomics Proto Database Pubchem
Darwinomics Proto Database Pubchem supports molecular design or docking analysis with structured inputs, scored outputs, and provenance for review.
Adapters
Runnable
Data adapter
Darwinomics Proto Database Sequence Fetch
Darwinomics Proto Database Sequence Fetch converts incoming research evidence into sequence data while preserving traceability for the validation run.
Adapters
Runnable
sequence data
Darwinomics Proto Database Uniprot
Darwinomics Proto Database Uniprot converts incoming research evidence into sequence data while preserving traceability for the validation run.
Adapters
Runnable
sequence data
Darwinomics Provider BioNeMo NIM
Darwinomics Provider BioNeMo NIM converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
NVIDIA-BioNeMo/bionemo-recipes | 806 stars
Darwinomics Provider Proto Mcp
Darwinomics Provider Proto Mcp converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
FAIRDOM Seek
FAIRDOM Seek converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
FASTA To Sequence
Parses plain-text UTF-8 FASTA research data artifact rows into research data artifact rows.
Adapters
Runnable
sequence data
FASTQ Interleave
FASTQ Interleave converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
FASTQ To BAM
FASTQ To BAM handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
sequencing reads
GA4GH TES Client
GA4GH TES Client converts sample metadata into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
sample metadata
GA4GH WES Client
GA4GH WES Client converts sample metadata into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
sample metadata
Gen3
Gen3 converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
GFF To BED
GFF To BED converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
GPU Container Executor
GPU Container Executor converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
GTF To GFF3
GTF To GFF3 converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
H5AD To CSV
H5AD To CSV converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Huggingface Gated Models
Huggingface Gated Models converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Inline Image To Dcrfimage
Inline Image To Dcrfimage processes image or spatial data into reviewable analysis artifacts while preserving file and metadata provenance.
Adapters
Runnable
image or spatial data
iRODS
iRODS converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Isa Tools
Isa Tools converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Labkey
Labkey converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Loom To H5AD
Loom To H5AD converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Msa Search
Msa Search converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
MTX To H5AD
MTX To H5AD converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Mzml To Mgf
Mzml To Mgf converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Mzxml To Mzml
Mzxml To Mzml converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Nemo Agent Toolkit
Nemo Agent Toolkit converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
NVIDIA-BioNeMo/bionemo-recipes | 806 stars
Nifti To Mgh
Nifti To Mgh converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
OME Zarr Export
OME Zarr Export processes image or spatial data into reviewable analysis artifacts while preserving file and metadata provenance.
Adapters
Runnable
image or spatial data
OME Zarr Import
OME Zarr Import processes image or spatial data into reviewable analysis artifacts while preserving file and metadata provenance.
Adapters
Runnable
image or spatial data
OMERO
OMERO processes image or spatial data into reviewable analysis artifacts while preserving file and metadata provenance.
Adapters
Runnable
image or spatial data
Open Shell Runner
Open Shell Runner converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
openBIS
openBIS converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Openfold3
Openfold3 applies protein, sequence, or structure modeling as a traceable analysis step with captured inputs and generated outputs.
Adapters
Runnable
Data adapter
aqlaboratory/openfold | 3,391 stars
Pangenome Deepvariant
Pangenome Deepvariant handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
google/deepvariant | 3,740 stars
Parabricks Fq2bam
Parabricks Fq2bam handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
Data adapter
Pdb To Mmcif
Pdb To Mmcif converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Proteina Complexa
Proteina Complexa applies protein, sequence, or structure modeling as a traceable analysis step with captured inputs and generated outputs.
Adapters
Runnable
Data adapter
Proto Language
Proto Language converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Proto Tools
Proto Tools converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Python Tool Env
Python Tool Env converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Rapids Singlecell
Rapids Singlecell supports single-cell analysis, annotation, or embedding workflows with reproducible matrix and metadata handling.
Adapters
Runnable
sequencing reads
Raw To Mzml
Raw To Mzml converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
REDCap
REDCap converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Result Normalizer
Result Normalizer converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
SAM To BAM
SAM To BAM handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
sequencing reads
SRA To FASTQ
SRA To FASTQ converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Terra
Terra converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Tool Schema Importer
Tool Schema Importer converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Universal Deepvariant
Universal Deepvariant handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
google/deepvariant | 3,740 stars
VCF Annotate
VCF Annotate handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
VCF Index
VCF Index handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
VCF Merge
VCF Merge handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
VCF Sort
VCF Sort handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
VCF To BCF
VCF To BCF supports variant calling, normalization, or annotation so genomic findings can be reproduced from the supplied evidence.
Adapters
Runnable
variant calls
Pangenome Deepvariant
Pangenome Deepvariant handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
google/deepvariant | 3,740 stars
Parabricks Fq2bam
Parabricks Fq2bam handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
Data adapter
Pdb To Mmcif
Pdb To Mmcif converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Proteina Complexa
Proteina Complexa applies protein, sequence, or structure modeling as a traceable analysis step with captured inputs and generated outputs.
Adapters
Runnable
Data adapter
Proto Language
Proto Language converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Proto Tools
Proto Tools converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Python Tool Env
Python Tool Env converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Rapids Singlecell
Rapids Singlecell supports single-cell analysis, annotation, or embedding workflows with reproducible matrix and metadata handling.
Adapters
Runnable
sequencing reads
Raw To Mzml
Raw To Mzml converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
REDCap
REDCap converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Result Normalizer
Result Normalizer converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
SAM To BAM
SAM To BAM handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
sequencing reads
SRA To FASTQ
SRA To FASTQ converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Terra
Terra converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Tool Schema Importer
Tool Schema Importer converts incoming research evidence into DarwinOmics-ready evidence while preserving traceability for the validation run.
Adapters
Runnable
Data adapter
Universal Deepvariant
Universal Deepvariant handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
google/deepvariant | 3,740 stars
VCF Annotate
VCF Annotate handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
VCF Index
VCF Index handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
VCF Merge
VCF Merge handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
VCF Sort
VCF Sort handles read alignment or aligned-read processing with captured inputs, parameters, and output artifacts for reproducibility review.
Adapters
Runnable
aligned sequencing reads
VCF To BCF
VCF To BCF supports variant calling, normalization, or annotation so genomic findings can be reproduced from the supplied evidence.
Adapters
Runnable
variant calls