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Life Science AI Enabler
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Recipes
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Analyze an existing MD trajectory for stability, flexibility, and contacts
Assemble a tissue reference atlas from the CELLxGENE Census
Benchmark an ADMET property with PyTDC
Build a pharmacogenomic dosing report from a patient's diplotypes
Build a phylogenetic tree from a set of sequences
Build a target dossier from gene name to structure to cancer dependency
Call peaks and find enriched motifs from ChIP-seq or ATAC-seq
Compute 16S microbiome alpha/beta diversity from a BIOM table
Compute a bacterial pan-genome from a set of genome assemblies
Compute HRV from an ECG recording
Convert raw analytical instrument data to Allotrope ASM JSON
Discover NWB recordings on DANDI and prepare them for sorting
Dock a ligand library into a target structure with DiffDock
Draft a Phase 2/3 clinical-trial protocol from an indication brief
Enumerate analogs around a lead compound for SAR expansion
Estimate pharmacokinetic properties of a small molecule
Filter a virtual screening hit list with drug-likeness rules and structural alerts
Identify an unknown compound from an MS/MS spectrum
Infer cell-cell communication from single-cell RNA-seq
Infer a gene-regulatory network from single-cell RNA-seq
Integrate multiple single-cell RNA-seq datasets across batches
Interpret a clinical variant from a natural-language query
Match a patient summary to recruiting clinical trials
Organize a raw DICOM dataset into a BIDS layout
Parse FCS flow-cytometry files for downstream immunophenotyping
Predict gene-knockout phenotypes with flux balance analysis
Prioritize targets within a disease via Open Targets
Profile a cancer cohort's genomics with cBioPortal
Profile ChIP-seq or ATAC-seq signal around genomic features
Profile a compound's polypharmacology from ChEMBL bioactivity data
Run bulk RNA-seq differential expression from a counts matrix
Run first-pass QC on a single-cell RNA-seq dataset
Run functional enrichment on a gene list
Run a GWAS on case-control genotype data
Scan a therapeutic antibody for glycosylation sites
Scan approved drugs for repurposing candidates against a disease
Screen a polypharmacy medication list for drug-drug interactions
Set up a protein molecular dynamics simulation in GROMACS from a PDB ID
Sort spikes from a Neuropixels recording end-to-end
Triage a stack of new preprints in your field
Triage an AlphaFold model for structure-based drug design
Fit a survival model to censored clinical outcomes
Scan adverse-event reports for a drug-safety signal
Score point mutations for functional impact with a protein language model
Catalog
Chemistry
Immunology and Microbiology
Integrative Structural and Computational Biology
Molecular and Cellular Biology
Neuroscience
Translational Medicine
Drug Repurposing and Discovery
General-Purpose Utilities
All tools
Drug Repurposing (Claude Skill)
10x Genomics Cloud MCP
ABCD Study Pipeline (Claude Skill)
ABIDE Pipeline (Claude Skill)
ADHD-200 Pipeline (Claude Skill)
ADNI Pipeline (Claude Skill)
AIBL Pipeline (Claude Skill)
AIND Data MCP
AOMIC Pipeline (Claude Skill)
ARCHS4 (Claude Skill)
ASL Perfusion MRI (Claude Skill)
Adaptyv (Claude Skill)
AdisInsight Plugin
AlphaFold MCP Server
AnnData (Claude Skill)
Anthropic PubMed Connector
Arboreto (Claude Skill)
Astropy (Claude Skill)
AutoDock Vina (Claude Skill)
Autoskill (Claude Skill)
BCFtools (Claude Skill)
BEDTools (Claude Skill)
BGPT Paper Search (Claude Skill)
BIDS (Claude Skill)
BOLD5000 Pipeline (Claude Skill)
BRENDA (Claude Skill)
BWA-MEM2 (Claude Skill)
Bakta (Claude Skill)
Benchling (Claude Skill)
BioContextAI Knowledgebase MCP
BioMCP
BioPython (Claude Skill)
BioRender Connector
BioServices (Claude Skill)
Biomni (Claude Skill)
Brain Visualization (Claude Skill)
BrainGNN (Claude Skill)
BrainNetworkTransformer (BNT) (Claude Skill)
Bulk RNA-seq (Claude Skill)
CMS Coverage MCP (Anthropic Healthcare)
CNVkit (Claude Skill)
COBRApy (Claude Skill)
COBRE Pipeline (Claude Skill)
CONN Toolbox (Claude Skill)
COSMIC (Claude Skill)
Cam-CAN Pipeline (Claude Skill)
CellChat (Claude Skill)
CellRank-MCP
CellTypist (Claude Skill)
Cellpose (Claude Skill)
Cellxgene Census (Claude Skill)
ChEMBL Connector
ChemCP
ChemLint
Cirq (Claude Skill)
Citation Management (Claude Skill)
ClinPGx (PharmGKB) (Claude Skill)
ClinVar (Claude Skill)
Clinical Decision Support (Claude Skill)
Clinical Reports (Claude Skill)
ClinicalTrials.gov MCP Server (cyanheads)
Com-BrainTF (Claude Skill)
Composer
Consciousness Council (Claude Skill)
Consensus Plugin
Cortellis Plugin
CovaSyn Chemistry MCP
DDInter (Claude Skill)
DESeq2 (R/Bioconductor) (Claude Skill)
DIPY (Claude Skill)
DMT-HAR-MED Pipeline (Claude Skill)
DNAnexus (Claude Skill)
DOCX (Claude Skill)
DailyMed (Claude Skill)
Dask (Claude Skill)
Database Lookup (Claude Skill)
Datamol (Claude Skill)
DeepChem (Claude Skill)
DepMap (Claude Skill)
Dictionary Learning (rs-fMRI) (Claude Skill)
DiffDock (Claude Skill)
Diffusion MRI (DWI) (Claude Skill)
DrugBank MCP Server
EEG Processing (Claude Skill)
EMDB (Claude Skill)
ENA (Claude Skill)
ENCODE (Claude Skill)
ESM (Claude Skill)
ETE Toolkit (Claude Skill)
Ensembl MCP Server
Exa Search (Claude Skill)
Exploratory Data Analysis (Claude Skill)
FM-APP (Claude Skill)
FSL (Claude Skill)
FlowIO (Claude Skill)
FluidSim (Claude Skill)
FreeSurfer (Claude Skill)
GATK (Claude Skill)
GLM (Task-fMRI) (Claude Skill)
GSEApy (Claude Skill)
GWAS Catalog (Claude Skill)
Generate Image (Claude Skill)
GeoMaster (Claude Skill)
GeoPandas (Claude Skill)
Get Available Resources (Claude Skill)
Ginkgo Cloud Lab (Claude Skill)
Glycoengineering (Claude Skill)
Guide to Pharmacology (GtoPdb) (Claude Skill)
HCP Early-Psychosis Pipeline (Claude Skill)
HCP Pipelines (Claude Skill)
HCP Young-Adult Pipeline (Claude Skill)
HCP-Aging Pipeline (Claude Skill)
HCP-Development Pipeline (Claude Skill)
HMDB (Claude Skill)
HOMER (Claude Skill)
Harmony (Claude Skill)
Healthy Brain Network (HBN) Pipeline (Claude Skill)
Hierarchical Parcellation (Claude Skill)
Hugging Science (Claude Skill)
Human Protein Atlas MCP Server
HypoGeniC (Claude Skill)
Hypothesis Generation (Claude Skill)
IBGNN (Claude Skill)
ICA Decomposition (Claude Skill)
ICD-10 Codes MCP (Anthropic Healthcare)
ISO 13485 Certification (Claude Skill)
IXI Pipeline (Claude Skill)
Imaging Data Commons (Claude Skill)
Infographics (Claude Skill)
InterPro (Claude Skill)
JASPAR (Claude Skill)
K-means Parcellation (Claude Skill)
KEGG Database (REST API) (Claude Skill)
KEGG Pathway Analysis (Claude Skill)
LG-GNN (Claude Skill)
LIANA-MCP
LaTeX Posters (Claude Skill)
LabArchives (Claude Skill)
LaminDB (Claude Skill)
LatchBio (Claude Skill)
LiteParse (Claude Skill)
Literature Review (Claude Skill)
MACS3 (Claude Skill)
MATLAB / Octave (Claude Skill)
MDAnalysis (Claude Skill)
MDTraj (Claude Skill)
MEG Processing (Claude Skill)
MNE-Python (EEG) (Claude Skill)
MOFA+ (Claude Skill)
MS Lesion Segmentation Challenge Pipeline (Claude Skill)
MarkItDown (Claude Skill)
Markdown & Mermaid Writing (Claude Skill)
Matplotlib (Claude Skill)
MaxQuant (Claude Skill)
MedChem (Claude Skill)
Medidata Connector
Metabolomics Workbench (Claude Skill)
Modal (Claude Skill)
Molecular Dynamics (Claude Skill)
Molecule-MCP
Molfeat (Claude Skill)
Monarch Initiative (Claude Skill)
Motor Neuron Disease (MND) Pipeline (Claude Skill)
Mouse Phenome Database (Claude Skill)
MultiQC (Claude Skill)
NCBI GEO (Claude Skill)
NCBI Gene (Claude Skill)
NIFD (Frontotemporal Dementia) Pipeline (Claude Skill)
NPI Registry MCP (Anthropic Healthcare)
Natural Scenes Dataset (NSD) Pipeline (Claude Skill)
NetworkX (Claude Skill)
NeuroHarmonize (ComBat) (Claude Skill)
NeuroKit2 (Claude Skill)
NeuroSTORM (Claude Skill)
Neuropixels-Analysis (Claude Skill)
Neurosift Tools MCP
NiBabel (Claude Skill)
Nilearn (Claude Skill)
OASIS Pipeline (Claude Skill)
OMERO (Claude Skill)
Omics Analysis Guide (Claude Skill)
Open Notebook (Claude Skill)
Open Targets (Claude Skill)
Open Targets Plugin
OpenAlex (Claude Skill)
OpenCV (Bio-image) (Claude Skill)
OpenFDA MCP Server (ythalorossy)
OpenNeuro MCP
Opentrons (Claude Skill)
Optimize for GPU (Claude Skill)
Owkin Pathology Explorer Connector
PDB MCP Server
PDF (Claude Skill)
PET Processing (Claude Skill)
PLINK2 (Claude Skill)
PNC Pipeline (Claude Skill)
PPMI Pipeline (Claude Skill)
PPTX (Claude Skill)
PPTX Posters (Claude Skill)
PRIDE (Claude Skill)
Paper Lookup (Claude Skill)
Parallel Web (Claude Skill)
PathML (Claude Skill)
Pathway Enrichment (Claude Skill)
Peer Review (Claude Skill)
PennyLane (Claude Skill)
Phylogenetics (Claude Skill)
Plotly (Claude Skill)
Polars (Claude Skill)
Polars-Bio (Claude Skill)
PrimeKG (Claude Skill)
Prokka (Claude Skill)
Protocols.io (Claude Skill)
PubChem MCP Server
PufferLib (Claude Skill)
PyDESeq2 (Claude Skill)
PyHealth (Claude Skill)
PyImageJ / Fiji (Claude Skill)
PyLabRobot (Claude Skill)
PyMC (Claude Skill)
PyTDC (Claude Skill)
PyTorch Geometric (Claude Skill)
PyTorch Lightning (Claude Skill)
Pymatgen (Claude Skill)
QSIPrep (Claude Skill)
Qiskit (Claude Skill)
QuTiP (Claude Skill)
QuickGO (Claude Skill)
RDKit Cheminformatics Skill
RDKit MCP Server
REST-meta-MDD Pipeline (Claude Skill)
ReMap (Claude Skill)
Reactome (Claude Skill)
RegulomeDB (Claude Skill)
Research Grants (Claude Skill)
Research Lookup (Claude Skill)
Roary (Claude Skill)
Rowan
Run Models (NeuroClaw) (Claude Skill)
SAMtools (Claude Skill)
SAR Analysis (Claude Skill)
SEED-IV (EEG Emotion) Pipeline (Claude Skill)
SEED-VIG (EEG Vigilance) Pipeline (Claude Skill)
SHAP (Claude Skill)
STAR (Claude Skill)
STRING (Claude Skill)
SVM Classifier (Claude Skill)
Salmon (Claude Skill)
Scanpy-MCP
Scholar Evaluation (Claude Skill)
Scholar Gateway Connector (Wiley)
Scientific Brainstorming (Claude Skill)
Scientific Critical Thinking (Claude Skill)
Scientific Schematics (Claude Skill)
Scientific Slides (Claude Skill)
Scientific Visualization (Claude Skill)
Scientific Writing (Claude Skill)
Seaborn (Claude Skill)
Signal Detrending (Claude Skill)
SimPy (Claude Skill)
SimpleITK (Claude Skill)
Single-Cell Annotation Guide (Claude Skill)
Snakemake (Claude Skill)
SnpEff / SnpSift (Claude Skill)
SpaceNet Classifier (Claude Skill)
SpikeInterface (Claude Skill)
SpikeLab
Stable-Baselines3 (Claude Skill)
Statistical Analysis (Claude Skill)
Structural MRI (sMRI) (Claude Skill)
SymPy (Claude Skill)
Synapse.org Connector
Temporal Filtering (Claude Skill)
TileDB-VCF (Claude Skill)
TimesFM (Claude Skill)
ToolUniverse
TorchDrug (Claude Skill)
Transdiagnostic Connectome Project (TCP) Pipeline (Claude Skill)
Transformers (Hugging Face) (Claude Skill)
Treatment Plans (Claude Skill)
UCLA CNP Pipeline (Claude Skill)
UCSC Genome Browser (Claude Skill)
UK Biobank (Brain) Pipeline (Claude Skill)
UMAP-learn (Claude Skill)
US Fiscal Data (Claude Skill)
USPTO Patents (Claude Skill)
UniChem (Claude Skill)
UniProt MCP Server
Vaex (Claude Skill)
Venue Templates (Claude Skill)
ViennaRNA (Claude Skill)
WMH Segmentation (Claude Skill)
WSO2 FHIR MCP Server
Western Blot Quantification (Claude Skill)
What-If Oracle (Claude Skill)
XLSX (Claude Skill)
ZINC (Claude Skill)
Zarr-Python (Claude Skill)
aeon (Claude Skill)
allenbrain-mcp
bio-research (Claude Code Plugin)
bioRxiv / medRxiv (Claude Skill)
cBioPortal (Claude Skill)
clinical-trial-protocol (Anthropic Healthcare Plugin)
dbSNP (Claude Skill)
dcm2niix (DICOM → NIfTI) (Claude Skill)
decoupler-MCP
deepTools (Claude Skill)
fMRI Processing (Claude Skill)
fMRIPrep (Claude Skill)
fastp (Claude Skill)
featureCounts (Claude Skill)
fhir-developer (Anthropic Healthcare Plugin)
geniml (Claude Skill)
gget (Claude Skill)
gnomAD (Claude Skill)
gtars (Claude Skill)
histolab (Claude Skill)
instrument-data-to-allotrope
libSBML (Claude Skill)
matchms (Claude Skill)
muon (Claude Skill)
napari (Claude Skill)
nextflow-development
nii2dcm (NIfTI → DICOM) (Claude Skill)
nnU-Net (Claude Skill)
openFDA (Claude Skill)
pLannotate (Claude Skill)
pacsomatic (Claude Skill)
popV (Claude Skill)
prior-auth-review (Anthropic Healthcare Plugin)
pyOpenMS (Claude Skill)
pydicom (Claude Skill)
pymoo (Claude Skill)
pysam (Claude Skill)
pyzotero (Claude Skill)
scVelo (Claude Skill)
scientific-problem-selection
scikit-bio (Claude Skill)
scikit-image (Claude Skill)
scikit-learn (Claude Skill)
scikit-survival (Claude Skill)
scvi-tools
sgRNA Design (Claude Skill)
single-cell-rna-qc
smina (Claude Skill)
statsmodels (Claude Skill)
trackpy (Claude Skill)
Guide
Claude surfaces
Claude.ai
Claude Desktop
Claude Code
Claude Cowork
Claude API
Skills
MCP servers
Plugins
Marketplaces
Connectors
Decision tree
Advanced
Hooks
Slash commands and subagents
Authentication
Routines
AI scientists
Landscape
Evaluation & open problems
Systems
AgenticSciML
AI CFD Scientist
AI co-mathematician
AI Scientist (Sakana)
AMASE
AILA
AIRA (AIRA-Compose and AIRA-Design)
Aleks
ARIS
ATLAS
AutoResearchClaw
AutoTTS
Ax-Prover
Biomni
BORA
ChemCrow
CMBEvolve and CosmoEvolve
Co-Scientist (Google)
Coscientist (CMU)
CRISPR-GPT
CVEvolve
DarkAgents
Deep Research (BioAgents)
Deep Researcher Agent
Dr.Sai
EOS AI agent
EvoMaster
EvoScientist
GRAFT-ATHENA
Jr. AI Scientist
Kosmos
LabOS
Latent-Y
MARS
NeuroClaw
NovelSeek
OpenScientist
PantheonOS
PerTurboAgent
PharmaSwarm
POISE
Qiushi Discovery Engine
Qumus
Robin (FutureHouse)
SPARK
SAGA
Talk2QSP
The Virtual Biotech
AtomisticSkills
ScientistOne
NORA
MCI
BioProVLA-Agent
LEAP
AutoScientists
AutoLLMResearch
AutoSci
DKPL
MAD
VIS Co-Scientist
CatDT
CategoryScienceClaw
AgentPLM
MLEvolve
OriGene
CALMS
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