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Life Science AI Enabler
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  • Recipes
    • Landscape
    • All recipes
      • 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
  • Updates
    • Catalog updates
    • Guide updates
    • AI scientist updates
    • Recipes updates
  • Contribute
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