canonical ↑ 7.6

Life Sciences

Score 32.1 / 100 903 providers 12 APIs Search apis.io →

Variants seen in the corpus: Life Scienceslife-sciences

Providers using this tag (903)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 2 Complete, well-documented, and agent-ready

veevaPharmaceuticalsClinical TrialsRegulatory1 API75.5 BenchlingBiotechR&DMolecular Biology2 APIs67.9

Strong 6 Solid coverage with minor gaps

Amazon HealthOmicsBioinformaticsGenomicsHealthcare1 API62.7 DatavantHealthcareUnited StatesInteroperabilityHealth Data2 APIs61.9 PrezentCompanyPresentationsGenerative AIAI Agents1 API61.0 One CodexCompanyGenomicsMicrobiomeBioinformatics1 API57.0 Seqera LabsCompanyBioinformaticsWorkflow OrchestrationData Pipeline1 API56.2 TetraScienceScientific DataPharmaBiotech2 APIs55.6

Developing 27 Usable, with meaningful gaps to close

H1HealthcareUnited StatesProvider Data3 APIs52.4 TraceLinkCompanySupply ChainPharmaceuticals6 APIs52.4 AuthenticxConversation Intelligencehealthcarespeech-analyticscontact-center3 APIs52.2 GencoveCompanyHealthGenomicsSequencing1 API52.1 DNAnexusCompanyGenomicsBioinformatics2 APIs51.8 BiodockCompanyArtificial IntelligenceMachine-LearningImage Analysis1 API51.2 Element BiosciencesCompanyGenomicsDNA Sequencing1 API51.0 Elemental Machineslab-operationslaboratory-monitoringiotsensors14 APIs50.2 BoltzCompanyDigital BiologyDrug DiscoveryArtificial Intelligence1 API50.1 PatsnapCompanyTechnologyPatentsIntellectual Property1 API49.6 DynoCompanyBiotechnologyGene TherapyGenetic Medicine2 APIs47.9 QualioCompanyQuality ManagementCompliance1 API46.2 MedableCompanyHuman HealthClinical Trials1 API45.3 CenevoCompanyLab AutomationLaboratory InformaticsElectronic Lab Notebook2 APIs45.1 Confident CannabisCompanyCannabisLaboratoryLIMS3 APIs44.3 PubChemChemistryChemical CompoundsDrug DiscoveryBioassay1 API44.1 QuartzyLab ManagementInventory ManagementProcurement1 API44.1 ClarivateAnalyticsCitationsDataDrug Pipeline1 API43.6 BiolevateCompanyArtificial IntelligenceRegulatory Affairs1 API43.0 National Center for Biotechnology Information (NCBI)BioinformaticsGenomicsPubMed1 API42.3 LabguruElectronic Lab NotebookELNLIMSLaboratory Information Management2 APIs41.9 BenchlingBiotechLIMSElectronic Lab Notebook1 API41.4 CastorClinical TrialsElectronic Data CaptureEDCClinical Data Management1 API40.7 EmpaticaCompanyHealthcareDigital HealthWearables3 APIs40.0 Komodo HealthCompanyHealthcareHealth Data1 API39.8 Slingshot BiosciencesCompanyBiotechnologyFlow Cytometry3 APIs39.7 InflammatixCompanyHealthHealthcareDiagnostics17 APIs39.3

Thin 68 Limited public surface area

Life BiosciencesCompanyBiotechnologyPharmaceuticals2 APIs39.2 myTomorrowsCompanyHealthcareClinical TrialsExpanded Access1 API39.2 Alloplex BiotherapeuticsCompanybiotechnologycell-therapyimmunotherapy1 API38.9 Code OceanCompanyReproducible ResearchComputational ScienceData Science1 API38.7 Strand AICompanyArtificial IntelligenceMachine-Learning1 API38.7 DocereeAdvertisingHealthcareMarketingAdTech3 APIs38.4 LabstepCompanyElectronic Lab NotebookLaboratory1 API38.4 OpentronsLab AutomationLiquid HandlingRoboticsBiology1 API38.2 BioAegis TherapeuticsCompanybiopharmaceuticalsbiotechnologyclinical-trials1 API38.1 ReCode TherapeuticsCompanygenetic-medicinesbiotechnologybiopharmaceuticals7 APIs38.0 FlywheelCompanyMedical ImagingHealthcareData Management1 API37.7 Centrexion TherapeuticsCompanybiopharmaceuticalpharmaceuticalschronic-pain1 API37.4 Belharra TherapeuticsCompanybiotechnologypharmaceuticalschemoproteomics1 API37.2 Clever CareCompanyHealth InsuranceMedicare Advantage13 APIs37.1 CresilonCompanyBiotechnologyMedical DevicesHealth10 APIs37.0 A-Alpha Bioprotein-interactionsbiotechnologydrug-discoveryantibody-engineering2 APIs36.9 Engrail TherapeuticsCompanyBiotechnologyPharmaceuticals11 APIs36.8 Star TherapeuticsCompanybiotechnologypharmaceuticalshematology1 API36.7 Kriya TherapeuticsCompanybiotechnologypharmaceuticalsgene-therapy1 API36.6 STRINGBioinformaticsProteinsGenomics1 API36.6 LI-COR IntermediateCompanyEnvironmental MonitoringGreenhouse GasClimate1 API36.4 Endeavor BioMedicinesCompanyBiotechnologyPharmaceuticals1 API36.1 RimsysCompanyVertical SoftwareRegulatoryMedical Devices1 API36.1 Allay TherapeuticsCompanyBiotechnologyPharmaceuticalsPain Management1 API35.9 SynthegoCompanyHealth TechGenomicsCRISPR1 API35.9 Materials ZoneCompanyMaterials InformaticsMaterials ScienceResearch and Development1 API35.7 BrightseedCompanyBioactivesArtificial Intelligence11 APIs35.6 Rhizome AiCompanyRegulatoryPharmaceuticalsMedical Devices1 API35.6 KetryxCompanyMedical DevicesCompliance1 API35.2 Science ExchangeCompanyResearch and DevelopmentScientific Services23 APIs35.1 Kyoto Encyclopedia of Genes and Genomes (KEGG)BioinformaticsGenomicsPathways1 API34.7 RCSB PDBStructural BiologyProteomicsBioinformaticsGenomics3 APIs34.5 Thermo Fisher ScientificLaboratoryScientific InstrumentsLIMS2 APIs34.3 Yanyin TechnologyCompanyBiotechnologyArtificial Intelligence34.3 Lifebit BiotechCompanyHealthGenomicsBioinformatics1 API34.2 Galatea Biogenomicsbioinformaticsancestryprecision-medicine2 APIs34.1 Terrain Discovery Environment APIBioinformaticsData ScienceFilesystem1 API34.1 Agilent TechnologiesFortune 500DiagnosticsLaboratory10 APIs33.9 ChEMBLDrug DiscoveryBioactivityMoleculesCheminformatics1 API33.5 EvolutionaryScaleArtificial IntelligenceBiologyBioinformaticsComputational Biology3 APIs33.1 bioRxivBiologyPreprintsResearchOpen Access2 APIs32.7 ADARx PharmaceuticalsCompanybiotechnologybiopharmaceuticalsrna-therapeutics8 APIs32.4 Circle PharmaCompanybiotechnologypharmaceuticalsoncology10 APIs32.2 Harbinger HealthHealthHealthcareBiotechnologyCancer Detection1 API32.2 CUTISSCompanyBiotechnologyRegenerative MedicineTissue Engineering1 API31.6 Nacuity PharmaceuticalsCompanybiopharmaceuticalspharmaceuticalsophthalmology1 API31.3 Ascend Advanced TherapiesCompanyBiotechnologyGene TherapyCell Therapy1 API31.2 EmulateCompanyBiotechnologyOrgan-on-a-Chip7 APIs30.8 Life SciencesBiotechPharmaHealthcare1 API30.6 TrilobioCompanyFrontier TechLab AutomationBiotech1 API30.6 GRIN TherapeuticsCompanybiotechnologypharmaceuticalsneuroscience1 API30.3 Plai LabsCompanyArtificial IntelligenceAI WorkflowsAgents1 API30.2 Atsena TherapeuticsCompanyBiotechnologyGene Therapy8 APIs29.7 Flare TherapeuticsCompanybiotechnologypharmaceuticalsoncology1 API29.6 WugenCompanyBiotechnologyCell TherapyOncology7 APIs29.6 DalCor PharmaceuticalsCompanypharmaceuticalsbiotechnologycardiovascular7 APIs29.1 BenchSciBiopharmaDrug DiscoveryArtificial IntelligenceReagents1 API28.6 NanomeCompanyDrug DiscoveryMolecular Visualization2 APIs28.3 BEKHealthCompanyHealthcareClinical TrialsClinical Research28.1 VestaronCompanyAgricultureAgTechBiotechnology10 APIs27.5 ProsciaCompanyHealthcareDigital PathologyPathology2 APIs27.3 A2 BiotherapeuticsCompanyBiotechnologyCell Therapy5 APIs27.1 GlookoCompanyDiabetesDiabetes ManagementHealthcare27.0 Mission BioCompanyGenomicsSingle Cell26.9 ChromaCodeCompanyMolecular DiagnosticsGenomicsOncology1 API26.6 HealthVerityHealthcareUnited StatesReal-World Data1 API26.3 MasterControlCompanyQuality ManagementManufacturing1 API26.2 UniProtProteinsBioinformaticsGenomics7 APIs26.2

Emerging 176 Early or largely undocumented

Minimal 624 Almost no public developer surface

APIs with this tag (10)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 3 Complete, well-documented, and agent-ready

Veeva Vault Direct Data APIThe Veeva Vault Direct Data API provides high-speed, read-only bulk access to Vault data for integration, a...75.5 Veeva Vault Java SDKThe Veeva Vault Java SDK (VAPIL) is an open-source Java-based REST API client for the Vault REST API. Provi...75.5 Veeva Vault MCPVeeva ships two first-party Model Context Protocol servers. The Vault Documentation MCP at https://docs.vee...75.5

Developing 1 Usable, with meaningful gaps to close

Cortellis APIsCortellis APIs expose the Clarivate life sciences intelligence platform, covering drug pipelines, clinical ...43.6

Thin 2 Limited public surface area

Thermo Fisher Connect Platform OData APIThe Thermo Fisher Connect Platform OData API provides standards-based interoperability for laboratory data ...34.3 MasterControl Mx RESTful APIThe MasterControl Manufacturing Excellence (Mx) RESTful API creates, modifies, retrieves and deletes manufa...26.2

Emerging 4 Early or largely undocumented

Strateos Web APIThe Strateos / Transcriptic web API is a JSON:API-based interface for managing organizations, projects, run...20.9 Amgen WebsiteAmgen discovers, develops, manufactures, and delivers innovative biologic medicines for patients with serio...16.9 Tempus LensLens is Tempus' real-world multimodal data and agentic AI platform for life sciences and oncology drug deve...16.2 Clinisys Laboratory Informatics APIClinisys delivers laboratory information systems (LIS) and diagnostic informatics software for clinical, ve...14.8

Score breakdown

Frequency

81.8

log-scaled weighted occurrences

Breadth

24.8

spread across providers

Quality lift

13.8

mean composite of providers using it

Cohesion

17.9

strength of nearest seed neighbor

Where this tag comes from

Provider tag901

Api tag12

Cohort brief

Auto-generated

The 903 providers in the APIs.io catalog tagged Life Sciences, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers

903

all scored

Mean Kin Score

11.7

-9.0 vs catalog 20.7

Mean Agent Readiness

3.7

-6.0 vs catalog 9.7

Spread

0.3–75

median 8.6 · σ 11.7

How the 903 split by band

Exemplar 2Strong 5Developing 30Thin 64Emerging 171Minimal 631

Facet averages, against the whole catalog

Facet	This cohort	Catalog	Difference	Scored
Contract Governance	3.7	6.4	-2.7	903
Discoverability	54.8	60.4	-5.6	903
Access Clarity	14.6	22.3	-7.7	903
Operational Transparency	2.9	11.3	-8.4	903
Developer Ergonomics	8	17.9	-9.9	903
Contract Quality	5.4	17.5	-12.1	903

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes

Artifact	This cohort	Catalog	Difference
MCP server (any)	8%	16%	-8
MCP server (first-party)	4%	7%	-3
Agent Skills	0%	0%	0
OAuth scopes	3%	9%	-6
Security	85%	88%	-3
Arazzo workflows	0%	2%	-2
Governance rules	2%	13%	-11

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score

1 veeva 75
2 Benchling 67.8
3 Prezent 64
4 Datavant 62.2
5 Amazon HealthOmics 59.7
6 One Codex 59
7 Seqera Labs 57.6
8 Gencove 54.1
9 Authenticx 54
10 H1 53.8

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for tags

7 MCP tools reach this

find_tagsBrowse and filter every tag in the catalog.
get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This tag

curl "https://apis.io/api/v1/tags/life-sciences"

All tags

curl "https://apis.io/api/v1/tags?limit=25"

As a scored cohort

curl "https://apis.io/api/v1/cohorts/tag/life-sciences"

The distribution (Pro)

curl "https://apis.io/api/v1/cohorts/tag/life-sciences/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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