canonical · 0.0 market

Life Sciences

Score 34.1 / 100 1083 providers +2 via APIs 9 APIs Search apis.io →

Variants seen in the corpus: Life ScienceLife Sciences

Providers using this tag (1083)

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

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

ClarivateAnalyticsBibliometricsCitationsData40 APIs79.5 VeevaPharmaceuticalsClinical TrialsRegulatory1 API75.6 BenchlingBiotechR&DMolecular Biology2 APIs67.5

Strong 9 Solid coverage with minor gaps

PrezentCompanyPresentationsGenerative AIAI Agents1 API61.5 Amazon HealthOmicsBioinformaticsGenomicsHealthcare1 API61.3 DatavantHealthcareUnited StatesInteroperabilityHealth Data2 APIs61.3 One CodexCompanyGenomicsMicrobiomeBioinformatics1 API58.9 TileDBCompanyDatabaseMultimodal Data4 APIs58.7 GencoveCompanyHealthGenomicsSequencing1 API56.1 QC WareCompanyQuantum ComputingComputational ChemistryQuantum Chemistry2 APIs55.6 AuthenticxConversation IntelligenceHealthcareSpeech AnalyticsContact Center3 APIs54.7 TetraScienceScientific DataPharmaBiotech2 APIs54.3

Developing 35 Usable, with meaningful gaps to close

Seqera LabsCompanyBioinformaticsWorkflow OrchestrationData Pipeline1 API54.1 AignosticsCompanyArtificial IntelligenceMachine-LearningHealth1 API54.0 CdiscClinical TrialsStandardsPharma1 API52.9 TraceLinkCompanySupply ChainPharmaceuticals6 APIs52.1 DNAnexusCompanyGenomicsBioinformatics2 APIs51.8 H1HealthcareUnited StatesProvider Data3 APIs51.7 BiodockCompanyArtificial IntelligenceMachine-LearningImage Analysis1 API51.6 Element BiosciencesCompanyGenomicsDNA Sequencing1 API51.0 BoltzCompanyDigital BiologyDrug DiscoveryArtificial Intelligence1 API50.4 Elemental Machineslab-operationslaboratory-monitoringIoTSensors14 APIs49.5 Seven BridgesGenomicsBioinformaticsHealthcare2 APIs49.5 PatsnapCompanyTechnologyPatentsIntellectual Property1 API48.9 DynoCompanyBiotechnologyGene TherapyGenetic Medicine2 APIs48.3 QualioCompanyQuality ManagementCompliance1 API46.5 GenialisCompanyBioinformaticsPrecision MedicineGenomics1 API46.3 TailorMedCompanyHealthcareHealth ITMedication Access4 APIs46.0 MyOmeCompanyGenomicsHealthcareClinical Laboratory2 APIs45.9 MedableCompanyHuman HealthClinical Trials1 API45.3 PubChemChemistryChemical CompoundsDrug DiscoveryBioassay1 API44.8 EvolutionaryScaleArtificial IntelligenceBiologyBioinformaticsComputational Biology3 APIs44.4 MetabolonCompanyMetabolomicsBioinformatics8 APIs44.2 CenevoCompanyLab AutomationLaboratory InformaticsElectronic Lab Notebook2 APIs43.9 Confident CannabisCompanyCannabisLaboratoryLIMS3 APIs43.6 MeddraMedical TerminologyPharmacovigilanceDrug SafetyAdverse Events1 API43.6 BiogenBiotechnologyHealthcarePharmaceuticals1 API43.0 QuartzyLab ManagementInventory ManagementProcurement1 API42.7 BiolevateCompanyArtificial IntelligenceRegulatory Affairs1 API42.3 Verily Life SciencesCompanyHealthPrecision Health1 API41.9 National Center for Biotechnology Information (NCBI)BioinformaticsGenomicsPubMed1 API41.6 CastorClinical TrialsElectronic Data CaptureEDCClinical Data Management1 API41.5 Komodo HealthCompanyHealthcareHealth Data1 API40.8 LabguruElectronic Lab NotebookELNLIMSLaboratory Information Management2 APIs40.7 AclidBiosecurityBiosafetyComplianceSynthetic Biology2 APIs40.2 EmpaticaCompanyHealthcareDigital HealthWearables3 APIs40.0 Slingshot BiosciencesCompanyBiotechnologyFlow Cytometry3 APIs39.7

Thin 87 Limited public surface area

Emerging 226 Early or largely undocumented

Minimal 698 Almost no public developer surface

Unrated 25 Not yet scored

Acureon PharmaceuticalsCompanyPharmaceuticalsBiotechnology AgBiomeCompanyDefunctAgricultureAgTech AiBiotechCompanyBiotechnologyContract Research Areteia TherapeuticsCompanyBiotechnologyPharmaceuticals Cell PathwaysCompanyPharmaceuticalsBiotechnologyOncology CombinatorxCompanyBiotechnologyPharmaceuticalsDrug Discovery Durata TherapeuticsCompanyPharmaceuticalsBiotechnology EQRxCompanyBiopharmaceuticalPharmaceuticalsBiotechnology Faraday PharmaceuticalsCompanyPharmaceuticalsBiotechnology Garuda TherapeuticsCompanyBiotechnologyTherapeuticsCell Therapy HealthmodeCompanyDigital HealthClinical TrialsDigital Biomarkers ImmuniconCompanyBiotechnologyDiagnosticsOncology Intarcia TherapeuticsCompanyDefunctBiotechnologyPharmaceuticals Legit PatentsCompanyExpert NetworkNatural Language Processing MetacrineCompanyDefunctBiotechnologyPharmaceuticals OvaScienceCompanyHealthcareBiotechnologyFertility Pardes BioCompanyBiotechnologyBiopharmaceuticalPharmaceuticals Pathway GenomicsCompanyGenomicsGenetic TestingClinical Laboratory PRA Health SciencesClinical TrialsContract Research OrganizationCRO SalioGen TherapeuticsCompanyBiotechGenetic MedicineGene Therapy Shoreline BiosciencesCompanyBiotechnologyCell Therapy Tact.aiCompanyEnterpriseConversational AISales VinetiCompanyCell and Gene TherapySupply Chain ViridosCompanySynthetic BiologyBiotechnologyGenomics Zephyr Health *CompanyDefunct

APIs with this tag (9)

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...75.6 Veeva Vault Java SDKThe Veeva Vault Java SDK (VAPIL) is an open-source Java-based REST API client for the Vault REST API. Provi...75.6 Veeva Vault MCPVeeva ships two first-party Model Context Protocol servers. The Vault Documentation MCP at https://docs.vee...75.6

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 ...33.6 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 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 Amgen WebsiteAmgen discovers, develops, manufactures, and delivers innovative biologic medicines for patients with serio...14.2

Companies reaching this through an API (2)

These companies publish an API, specification or operation carrying “Life Sciences” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Roper Technologies Tempus AI

Score breakdown

Frequency

82.9

log-scaled weighted occurrences

Breadth

29.9

spread across providers

Quality lift

14.1

mean composite of providers using it

Cohesion

20.6

strength of nearest seed neighbor

Where this tag sits

1083 providers carry this tag directly, and 1488 counting the 15 narrower tags below and the 20 beneath them — 405 more to reach.

Biotechnology 862 providers Cell and Gene Therapy 11 providers Clinical Trials 303 providers Computational Biology 17 providers Drug Discovery 331 providers Genomics 157 providers Lab Automation 10 providers Laboratory Automation 17 providers Laboratory Instruments 18 providers Neurodegenerative Disease 10 providers Oncology 326 providers Pharmaceuticals 589 providers Proteomics 22 providers Rare Disease 61 providers Therapeutics 174 providers

Where this tag comes from

Provider tag1083

Api tag9

Cohort brief

Auto-generated

The 937 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

937

all scored

Mean Kin Score

13.6

-10.4 vs catalog 24

Mean Agent Readiness

5.4

-7.0 vs catalog 12.4

Spread

1.5–79.5

median 9.8 · σ 12.2

How the 937 split by band

Exemplar 3Strong 9Developing 35Thin 87Emerging 223Minimal 580

Facet averages, against the whole catalog

Facet	This cohort	Catalog	Difference	Scored
Contract Governance	3.5	6.5	-3	937
Discoverability	56.6	61	-4.4	937
Access Clarity	16.9	26.5	-9.6	937
Operational Transparency	3.5	14	-10.5	937
Developer Ergonomics	10.2	23.4	-13.2	937
Contract Quality	6.4	20.1	-13.7	937

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)	6%	10%	-4
MCP server (first-party)	7%	13%	-6
Agent Skills	0%	0%	0
OAuth scopes	5%	11%	-6
Security	98%	96%	+2
Arazzo workflows	0%	2%	-2
Governance rules	3%	13%	-10

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 Clarivate 79.5
2 Veeva 75.6
3 Benchling 67.5
4 Prezent 61.5
5 Amazon HealthOmics 61.3
6 Datavant 61.3
7 One Codex 58.9
8 TileDB 58.7
9 Gencove 56.1
10 QC Ware 55.6

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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