2,486
Modules cataloged
1,147
Corpus entries
39
Families
coming soon
Release status, all of it

Each row opens a record page. Entries carry their kind, their family, and their lineage where one exists. Provenance and packaging are finished before anything releases.

01Source-backed tools

103 entries · 1442 modules

Tools extracted directly from pinned upstream sources, each shipping with its full record apparatus.

3D3dmoljsmoduleABabinitmoduleAMambertoolsmoduleASasemoduleAGautodock-gpumoduleAVautodock-vinamoduleCDcdkmoduleCHchebimoduleCHchemblmoduleCHchempropnative toolCOcodmoduleCLconda-lockmoduleCPcp2kmoduleCRcrestmoduleCWcwltoolnative toolDEdeepchemmoduleDFdftbplusnative toolDLdgl-lifescinative toolDCdiffpy-cminative toolDOdockernative toolFPfpocketmoduleGNgninanative toolGNgnpsmoduleGPgpawmoduleGRgromacsmoduleGIgsas-iinative toolHMhmdbmoduleINindigomoduleIPipimoduleJJjmol-jsmolmoduleLAlammpsmoduleLIlipidmapsmoduleLMlmfitmoduleMAmassbankmoduleMAmatchmsmoduleMPmaterials-projectmoduleMDmdanalysismoduleMDmdtrajmoduleMOmoleculenetmodulemolstarmoduleMOmonamoduleMOmordredmoduleMRmrsimulatormoduleMSms2deepscoremoduleMSmsdialmoduleMZmzcloudmoduleMZmzminenative toolNEnextflownative toolNGnglmoduleNWnist-webbooknative toolNMnmrgluenative toolNMnmrsimmoduleNOnomadmoduleNWnwchemmoduleORopen-reaction-databasemoduleOPopenbabelnative toolOFopenff-forcefieldsnative toolOTopenff-toolkitnative toolOPopenmmnative toolopenmsnative toolOPopsinnative toolP2p2ranknative toolPApackmolnative toolPApadelmodulePAparmedmodulePHphonopymodulePLplumedmodulePRprolifmodulePRproteowizardmodulePSpsi4modulePUpubchemnative toolpy3dmolnative toolPYpybaselinesnative toolPYpyfaimodulePYpyopenmsmodulePYpyscfnative toolPYpyteomicsmoduleQCqcelementalmoduleQQqcelemental-qcschemamoduleQCqcenginemoduleQEquantum-espressomoduleQUquickvinamoduleRAradismoduleRLrcsb-ligandsmoduleRDrdkitmoduleRDrdockmoduleRErenvmoduleSSscipy-signalmoduleSEseekpathmoduleSMsminanative toolSNsnakemakenative toolSPspec2vecnative toolSPspectrochempymoduleSPspglibnative toolSUsumonative toolTHthermomlnative toolTGtorch-geometricnative toolULuniprot-ligand-crossrefnative toolURuspto-reaction-datasetnative toolXCxcmsnative toolXRxrayutilitiesmoduleXTxtbmoduleZIzincnative tool

02Knowledge graph

100 entries · 100 modules

Nodes, edges, and retrieval over the chemistry knowledge graph.

KCkg-claim-linkmoduleKCkg-contradiction-detectmoduleKEkg-edge-binds-targetmoduleKEkg-edge-claimed-inmoduleKEkg-edge-contradicted-bymoduleKEkg-edge-has-admet-endpointmoduleKEkg-edge-has-assay-resultnative toolKEkg-edge-has-chromatogramnative toolKEkg-edge-has-conditionnative toolKEkg-edge-has-conformermoduleKEkg-edge-has-crystal-structuremoduleKEkg-edge-has-env-fatemoduleKEkg-edge-has-formulation-componentnative toolKEkg-edge-has-functional-groupmoduleKEkg-edge-has-identifiernative toolKEkg-edge-has-impuritymoduleKEkg-edge-has-material-phasemoduleKEkg-edge-has-parentmoduleKEkg-edge-has-polymer-repeat-unitmoduleKEkg-edge-has-propertymoduleKEkg-edge-has-protomermoduleKEkg-edge-has-risk-classmoduleKEkg-edge-has-salt-formmoduleKEkg-edge-has-scaffoldnative toolKEkg-edge-has-spectrummoduleKEkg-edge-has-synonymmoduleKEkg-edge-has-tautomernative toolKEkg-edge-has-tox-endpointmoduleKEkg-edge-has-yieldmoduleKEkg-edge-is-byproduct-ofmoduleKEkg-edge-is-product-ofmoduleKEkg-edge-is-reactant-innative toolKEkg-edge-measured-bymoduleKEkg-edge-mentioned-in-publicationmoduleKEkg-edge-part-of-mixturemoduleKEkg-edge-predicted-by-modelmoduleKEkg-edge-requires-manual-reviewnative toolKEkg-edge-similar-tonative toolKEkg-edge-supported-bymoduleKEkg-edge-uses-catalystmoduleKEkg-edge-uses-reagentmoduleKEkg-edge-uses-solventnative toolKEkg-edge-validated-bymoduleKEkg-entity-resolvemoduleKEkg-evidence-linkmoduleKEkg-evidence-scorenative toolKGkg-grounding-reportmoduleKIkg-identifier-crosswalkmoduleKLkg-license-linkmoduleKNkg-node-admet-endpointmoduleKNkg-node-analytical-methodmoduleKNkg-node-assaymoduleKNkg-node-binding-pocketmoduleKNkg-node-bioassaymoduleKNkg-node-byproductmoduleKNkg-node-catalystmoduleKNkg-node-chemical-compoundmoduleKNkg-node-chemical-isomernative toolKNkg-node-chemical-mixturenative toolKNkg-node-chemical-saltmoduleKNkg-node-chemical-solvatemoduleKNkg-node-chromatogrammoduleKNkg-node-claimnative toolKNkg-node-conditionmoduleKNkg-node-conformermoduleKNkg-node-crystal-structuremoduleKNkg-node-datasetmoduleKNkg-node-endpointmoduleKNkg-node-environmental-compartmentmoduleKNkg-node-evidence-artifactmoduleKNkg-node-formulationmoduleKNkg-node-functional-groupmoduleKNkg-node-impuritymoduleKNkg-node-materialmoduleKNkg-node-modelnative toolKNkg-node-patentnative toolKNkg-node-pathwaymoduleKNkg-node-polymermoduleKNkg-node-productmoduleKNkg-node-propertymoduleKNkg-node-protein-targetmoduleKNkg-node-protomermoduleKNkg-node-publicationmoduleKNkg-node-reactionnative toolKNkg-node-reaction-classnative toolKNkg-node-reagentmoduleKNkg-node-risk-classmoduleKNkg-node-scaffoldmoduleKNkg-node-solventmoduleKNkg-node-spectrummoduleKNkg-node-tautomermoduleKNkg-node-toxicity-endpointnative toolKNkg-node-validation-reportmoduleKPkg-property-linkmoduleKPkg-publication-claim-ingestmoduleKRkg-reaction-linkmoduleKSkg-structure-dedupenative toolKSkg-synonym-mergenative toolKTkg-tool-source-linkmoduleKVkg-validation-outcome-ingestmodule

03I/O adapters

75 entries · 75 modules

Readers and writers for chemical data formats.

ACadapter-cdxnative toolACadapter-cdxmlnative toolACadapter-chebi-obonative toolACadapter-chembl-jsonnative toolACadapter-cifnative toolACadapter-cmlnative toolACadapter-cp2k-outputnative toolACadapter-csv-compound-tablenative toolACadapter-cubenative toolADadapter-dcdnative toolADadapter-dsc-curvenative toolAEadapter-edrnative toolAFadapter-fchknative toolAGadapter-g96native toolAGadapter-gaussian-lognative toolAGadapter-gronative toolAIadapter-inchinative toolAIadapter-inchikeynative toolAIadapter-inpcrdnative toolAIadapter-ir-spectrumnative toolAIadapter-itpnative toolAJadapter-jcamp-dxnative toolAJadapter-jsonnative toolALadapter-lammpstrjnative toolAMadapter-mgfnative toolAMadapter-mmcifnative toolAMadapter-molnative toolAMadapter-mol-to-smilesnative toolAMadapter-mol2native toolAMadapter-moldennative toolAMadapter-molfile-v2000native toolAMadapter-molfile-v3000native toolAMadapter-ms2native toolAMadapter-mspnative toolAMadapter-mzdatanative toolAMadapter-mzidnative toolAMadapter-mzmlnative toolAMadapter-mztabnative toolAMadapter-mzxmlmoduleANadapter-nc-trajectorynative toolANadapter-nmr-fidnative toolANadapter-nmr-jcampmoduleAOadapter-openbabel-inchinative toolAOadapter-openbabel-smilesnative toolAOadapter-orca-outputnative toolAPadapter-pdbnative toolAPadapter-pdbqtnative toolAPadapter-prmtopnative toolAPadapter-psfnative toolAPadapter-psi4-outputnative toolAPadapter-pubchem-jsonnative toolAPadapter-pyscf-outputnative toolAQadapter-qe-outputnative toolARadapter-raman-spectrumnative toolARadapter-rdfilenative toolARadapter-rxnnative toolASadapter-sdfnative toolASadapter-sdf-readernative toolASadapter-smartsnative toolASadapter-smilesnative toolASadapter-smiles-canonicalizenative toolASadapter-smiles-parsernative toolATadapter-tga-curvenative toolATadapter-topnative toolATadapter-trrnative toolATadapter-tsv-compound-tablenative toolAUadapter-uvvis-spectrumnative toolAVadapter-vasp-outcarnative toolAVadapter-vasp-poscarnative toolAVadapter-vasprun-xmlnative toolAXadapter-xrd-rawnative toolAXadapter-xrd-xynative toolAXadapter-xtcnative toolAXadapter-xvgnative toolAXadapter-xyznative tool

04ML models

56 entries · 56 modules

Learned models for chemical property and activity prediction.

M3ml-3d-conformer-modelmoduleMAml-admet-predictormoduleMAml-applicability-domainmoduleMBml-bbbp-loadermoduleMBml-benchmark-baseline-runnernative toolMBml-benchmark-reportmoduleMCml-chembl-loadermoduleMCml-clintox-loadermoduleMDml-dataset-deduplicatemoduleMDml-dataset-label-qualitymoduleMDml-dataset-leakage-checkmoduleMDml-dataset-scaffold-splitmoduleMDml-dataset-temporal-splitmoduleMDml-deepchemmoduleMDml-dgl-lifemoduleMEml-equivariant-gnnmoduleMEml-esol-loadermoduleMEml-external-validation-runnermoduleMFml-formulation-stabilitymoduleMFml-forward-reaction-predictornative toolMFml-freesolv-loadermoduleMGml-graph-neural-netnative toolMHml-hiv-loadermoduleMHml-huggingface-moleculemoduleMIml-ir-predictormoduleMMml-materials-propertymoduleMMml-model-card-generatemoduleMMml-model-output-dcrf-normalizemoduleMMml-molecular-diffusion-virtual-receptorsnative toolMMml-molecule-transformermoduleMMml-moleculenet-loadermoduleMMml-molvaenative toolMMml-msms-predictormoduleMMml-muv-loadermoduleMNml-nmr-predictornative toolMPml-pcba-loadermoduleMPml-pdbbind-loadermoduleMPml-polymer-propertynative toolMPml-property-predictormoduleMPml-pytorch-geometricmoduleMQml-qm7-loadermoduleMQml-qm8-loadermoduleMQml-qm9-loadermoduleMRml-reaction-classifiermoduleMRml-reaction-yield-predictormoduleMRml-retrosynthesis-modelmoduleMSml-sider-loadernative toolMSml-synthesis-plausibilitymoduleMTml-tox-predictormoduleMTml-tox21-loadernative toolMTml-toxcast-loadermoduleMTml-txgemma-2bnative toolMUml-uncertainty-calibrationmoduleMUml-uspto-loadermoduleMZml-zinc-loadermodulePCpipeline-chemistry-ml-model-validation-pipelinemodule

05Data records

50 entries · 50 modules

Structured records for chemical analysis runs.

DAdcrf-admet-predictionnative toolDAdcrf-analytical-measurementnative toolDAdcrf-analytical-methodnative toolDBdcrf-binding-assessmentnative toolDBdcrf-binding-pocketmoduleDBdcrf-binding-posenative toolDCdcrf-calibration-curvemoduleDCdcrf-chemical-batchnative toolDCdcrf-chemical-formulanative toolDCdcrf-chemical-graphnative toolDCdcrf-chemical-identifiernative toolDCdcrf-chemical-kg-edgenative toolDCdcrf-chemical-kg-nodenative toolDCdcrf-chemical-mixturenative toolDCdcrf-chemical-reactionmoduleDCdcrf-chemical-structurenative toolDCdcrf-chemistry-benchmark-resultnative toolDCdcrf-chemistry-datasetnative toolDCdcrf-chemistry-modelnative toolDCdcrf-chemistry-model-predictionmoduleDCdcrf-chemistry-validation-reportnative toolDCdcrf-chromatogrammoduleDCdcrf-conformernative toolDCdcrf-conformer-setnative toolDCdcrf-crystal-structurenative toolDEdcrf-environmental-fatemoduleDEdcrf-externalnative toolDEdcrf-external-artifact-bundlenative toolDEdcrf-external-tool-runnative toolDFdcrf-formulationmoduleDMdcrf-materials-structuremoduleDMdcrf-md-jobmoduleDMdcrf-md-summarynative toolDMdcrf-md-trajectorymoduleDMdcrf-molecular-descriptornative toolDMdcrf-molecular-fingerprintnative toolDMdcrf-molecular-systemmoduleDOdcrf-output-comparisonnative toolDPdcrf-physchem-propertynative toolDPdcrf-polymer-recordmoduleDQdcrf-quantum-jobnative toolDQdcrf-quantum-resultnative toolDRdcrf-reaction-evidencenative toolDRdcrf-reaction-routemoduleDSdcrf-sample-prep-summarymoduleDSdcrf-spectrummoduleDSdcrf-stability-studynative toolDTdcrf-toxicology-assessmentnative toolDWdcrf-wrapper-provenancenative toolDXdcrf-xrd-patternnative tool

06Molecular dynamics

48 entries · 48 modules

Simulation setup, execution, and trajectory analysis.

07Reactions & synthesis

45 entries · 45 modules

Reaction prediction, retrosynthesis, and synthesis planning.

PCpipeline-chemistry-reaction-validation-pipelinenative toolPRprocess-reaction-calorimetry-parsemoduleRAreaction-aizynthfindermoduleRAreaction-atom-balancemoduleRAreaction-atom-economynative toolRAreaction-atom-mapmoduleRAreaction-atom-map-validatemoduleRBreaction-byproduct-plausibilitymoduleRCreaction-canonicalizemoduleRCreaction-catalyst-detectmoduleRCreaction-charge-balancemoduleRCreaction-chemoselectivity-checkmoduleRCreaction-classifynative toolRCreaction-condition-consistencynative toolRCreaction-conversion-selectivity-checknative toolREreaction-e-factornative toolRGreaction-green-metricsmoduleRIreaction-impurity-fatemoduleRLreaction-lincheminmoduleRMreaction-mass-balancemoduleRMreaction-mechanism-plausibilitymoduleRMreaction-missing-info-detectmoduleRNreaction-normalizenative toolROreaction-ord-record-parsemoduleRPreaction-parsemoduleRPreaction-process-mass-intensitymoduleRRreaction-rdchiralmoduleRRreaction-reaction-evidence-reportmoduleRRreaction-reagent-role-classifymoduleRRreaction-regioselectivity-checkmoduleRRreaction-reproducibility-grademoduleRRreaction-route-completenessmoduleRRreaction-route-validation-reportmoduleRRreaction-rxnmappermoduleRRreaction-rxnutilsnative toolRSreaction-solvent-role-classifymoduleRSreaction-step-yield-chainmoduleRSreaction-stereoselectivity-checkmoduleRSreaction-stoichiometry-checkmoduleRTreaction-template-matchmoduleRUreaction-uspto-reaction-dataset-adapternative toolRYreaction-yield-checkmoduleRRreport-reaction-validationmoduleRRrisk-reaction-risk-classifiermoduleVRviz-reaction-scheme-rendernative tool

08Materials interfaces

43 entries · 43 modules

Chemistry-side bridges into the materials corpus.

MAmaterials-asemoduleMBmaterials-band-gap-validatenative toolMBmaterials-band-structure-parsemoduleMBmaterials-battery-capacity-predictnative toolMBmaterials-battery-property-validatenative toolMBmaterials-bet-surface-area-validatemoduleMCmaterials-catalysis-performance-checkmoduleMCmaterials-cdvae-generatenative toolMCmaterials-cif-parsenative toolMCmaterials-codmoduleMCmaterials-composition-validatemoduleMCmaterials-conductivity-claim-checkmoduleMDmaterials-defect-analyzenative toolMDmaterials-density-calculatenative toolMDmaterials-density-of-statesmoduleMDmaterials-diffusion-analyzemoduleMDmaterials-discovery-loopnative toolMEmaterials-elastic-property-validatemoduleMEmaterials-engine-runtimenative toolMGmaterials-grain-boundary-analyzemoduleMImaterials-interface-buildmoduleMLmaterials-lattice-comparemoduleMMmaterials-materials-projectmoduleMMmaterials-materials-validation-reportnative toolMMmaterials-mattergen-generatenative toolMMmaterials-mof-porositymoduleMNmaterials-nomadmoduleMPmaterials-phase-diagrammoduleMPmaterials-phonopymoduleMPmaterials-polymorph-comparenative toolMPmaterials-pourbaix-diagrammoduleMPmaterials-pymatgennative toolMSmaterials-spacegroup-analyzemoduleMSmaterials-spglibnative toolMSmaterials-structure-normalizemoduleMSmaterials-sumomoduleMSmaterials-surface-slab-buildmoduleMSmaterials-symmetry-validatemoduleMXmaterials-xrd-matchmoduleMXmaterials-xrd-simulatenative toolPCpipeline-chemistry-materials-validation-pipelinemoduleRMreport-materials-claimnative toolVMviz-materials-structure-viewnative tool

09Quality control

43 entries · 43 modules

QC checks for chemical data and runs.

10Molecular descriptors

41 entries · 41 modules

Descriptor and fingerprint generation for machine learning.

DAdescriptor-aliphatic-ring-countnative toolDAdescriptor-aromatic-ring-countnative toolDAdescriptor-atom-countnative toolDBdescriptor-balaban-jmoduleDBdescriptor-bond-countnative toolDCdescriptor-carbon-countnative toolDCdescriptor-chi-connectivitynative toolDCdescriptor-complexitynative toolDCdescriptor-crippen-logpnative toolDCdescriptor-crippen-mrnative toolDDdescriptor-descriptor-batch-tablenative toolDDdescriptor-descriptor-correlation-auditnative toolDDdescriptor-descriptor-missingness-auditnative toolDDdescriptor-descriptor-quality-auditnative toolDEdescriptor-estatenative toolDFdescriptor-flexibilitynative toolDFdescriptor-formal-chargenative toolDFdescriptor-fraction-csp3native toolDHdescriptor-hbanative toolDHdescriptor-hbdnative toolDHdescriptor-hbondnative toolDHdescriptor-heavy-atom-countnative toolDHdescriptor-heteroatom-countnative toolDKdescriptor-kappa-shapenative toolDLdescriptor-labute-asanative toolDLdescriptor-logpnative toolDMdescriptor-molar-refractivitynative toolDMdescriptor-molecular-formulanative toolDMdescriptor-molecular-weightnative toolDMdescriptor-molecular-weight-2native toolDMdescriptor-mordrednative toolDNdescriptor-num-radical-electronsnative toolDOdescriptor-openbabelnative toolDRdescriptor-rdkitnative toolDRdescriptor-ring-countnative toolDRdescriptor-rotatable-bondsnative toolDTdescriptor-tpsanative toolDVdescriptor-valence-electronsnative toolDVdescriptor-vsanative toolDWdescriptor-wiener-indexnative toolDZdescriptor-zagreb-indexnative tool

11Structure & conformers

38 entries · 38 modules

Structure parsing, conformer generation, and standardization.

12Docking & binding

35 entries · 35 modules

Molecular docking and binding affinity prediction.

13Property prediction

30 entries · 30 modules

Physicochemical and biological property prediction.

14Molecular graphs

25 entries · 25 modules

Graph representations of molecules and reactions.

15Medicinal chemistry

25 entries · 25 modules

Medchem work from hit to candidate.

16Mass spectrometry

24 entries · 24 modules

MS processing and spectral analysis for chemistry.

17Packaging

24 entries · 24 modules

Packaging compatibility and safety.

18Formulas & parsing

20 entries · 20 modules

Formula parsing and cheminformatics utilities.

19Formulation

19 entries · 19 modules

Formulation design and stability analysis.

20Molecular mechanics

19 entries · 19 modules

Force fields and classical mechanics.

21Reporting

19 entries · 19 modules

Structured reporting for chemical studies.

22ADMET

18 entries · 18 modules

Absorption, distribution, metabolism, excretion, and toxicity.

23Migration

18 entries · 18 modules

Migration modeling for packaging and contact materials.

24Polymers

18 entries · 18 modules

Polymer property prediction and characterization.

25Toxicology

18 entries · 18 modules

Toxicity prediction and safety screening.

26Environmental fate

17 entries · 17 modules

Environmental distribution and fate modeling.

27Risk & safety

17 entries · 17 modules

Hazard and risk assessment.

29Fingerprints

16 entries · 16 modules

Molecular fingerprints for search and ML.

30NMR

16 entries · 16 modules

NMR spectra processing and prediction.

31Process chemistry

15 entries · 15 modules

Scale-up and process simulation.

32Analytical

14 entries · 14 modules

Analytical chemistry calculations and checks.

33Chromatography

14 entries · 14 modules

Chromatography method development and analysis.

34Pipelines

14 entries · 14 modules

Multi-step chemistry workflows.

35Spectroscopy

13 entries · 13 modules

Spectral processing across techniques.

36API surfaces

12 entries · 12 modules

Programmatic entry points for chemistry.

37Visualization

11 entries · 11 modules

Molecular and reaction visualization.

38Diffraction

9 entries · 9 modules

X-ray and electron diffraction analysis.

39Thermal analysis

8 entries · 8 modules

Thermal property measurement and analysis.