niche · 2.8

Precision Medicine

Score 17.3 / 100 101 providers 0 APIs Search apis.io →
Variants seen in the corpus: Precision Medicineprecision-medicine

Providers using this tag (101)

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

Developing 1 Usable, with meaningful gaps to close
DNAnexusCompanyGenomicsBioinformaticsLife Sciences2 APIs51.8
Thin 9 Limited public surface area
Galatea Biogenomicsbioinformaticsancestryprecision-medicine2 APIs34.1OraklCompanyTechBioOncologyDrug Development1 API33.0Harbinger HealthHealthHealthcareBiotechnologyCancer Detection1 API32.2GRIN TherapeuticsCompanybiotechnologypharmaceuticalsneuroscience1 API30.323andMeCompanyHealthtechGeneticsGenomics29.7Flare TherapeuticsCompanybiotechnologypharmaceuticalsoncology1 API29.6DalCor PharmaceuticalsCompanypharmaceuticalsbiotechnologycardiovascular7 APIs29.1ProsciaCompanyHealthcareDigital PathologyPathology2 APIs27.3Mission BioCompanyLife SciencesGenomicsSingle Cell26.9
Emerging 24 Early or largely undocumented
Strata OncologyCompanyHealthcareOncology10 APIs24.4Boundless BioCompanyBiotechnologyOncology10 APIs22.6InvitaeHealthcareUnited StatesGenomicsGenetic Testing18.3WaivCompanyAi DataArtificial IntelligenceHealthcare18.3Kartos TherapeuticsCompanybiotechnologypharmaceuticalsoncology7 APIs18.2OWKINCompanyArtificial IntelligenceBiotechDrug Discovery17.9BostonGeneCompanyHealthcareOncology17.4Champions OncologyCompanyOncologyCancer ResearchBioinformatics17.1BiomodalCompanyLife SciencesGenomicsEpigenetics17.0Antares TherapeuticsCompanyBiotechnologyPharmaceuticals1 API16.7Tempus AIGenomicsHealthcareMolecular Diagnostics1 API16.2Foresight DiagnosticsCompanyHealthcareDiagnosticsOncology14.2sophiageneticsCompanyGenomicsHealthcareBioinformatics14.2Octave BioscienceCompanyHealthcareLife SciencesDiagnostics14.1Digbi HealthCompanyHealthDigital Therapeutics13.6SolveBioCompanyGenomicsBioinformaticsLife Sciences1 API13.6FidocureCompanyVeterinaryGenomics13.1AtaraxisCompanyHealthcareArtificial Intelligence12.8OneHealthCompanyCompanyVeterinaryAnimal HealthHealthcare12.4SvastiaCompanyGenomicsOncology12.3Delve BioCompanyLife SciencesDiagnosticsMetagenomics12.1Genome MedicalCompanyHealthcareGenomicsGenetic Counseling11.8Arima GenomicsCompanyGenomicsCancer DiagnosticsLife Sciences11.5QurAlisCompanyBiotechnologyPharmaceuticalsLife Sciences11.2
Minimal 67 Almost no public developer surface
ClearNote HealthCompanyHealthBiotechnologyGenomics10.8Foundation MedicineCompanyLife SciencesGenomicsCancer Diagnostics10.8Ideaya BiosciencesCompanyBiotechnologyPharmaceuticalsOncology10.5Kirilys TherapeuticsCompanyTherapeuticsOncologyBiotechnology10.5SanoCompanyGeneticsClinical Trials10.5Vividion TherapeuticsCompanyHealth TechBiotechnologyPharmaceuticals10.5Tenaya Therapeutics *CompanyLife SciencesBiotechnologyGene Therapy10.2Aktis OncologyCompanyBiotechnologyPharmaceuticalsOncology10.0Beam Therapeutics *CompanyLife SciencesBiotechnologyGenetic Medicine10.0BlossomHill TherapeuticsCompanyBiotechnologyPharmaceuticalsOncology10.0Feel TherapeuticsCompanyMental HealthDigital HealthDigital Therapeutics10.0Tyra BiosciencesCompanyBiotechnologyPharmaceuticals10.0Valar LabsCompanyHealthcareOncologyCancer9.8Actio BiosciencesCompanyBiotechnologyGenetics9.7GandeevaCompanyBiotechnologyDrug Discovery9.7Accent TherapeuticsCompanyLife SciencesBiotechnologyPharmaceuticals9.5Circular GenomicsCompanyBiotechnologyDiagnosticsGenomics9.5KariusCompanyDiagnosticsGenomicsInfectious Disease9.5Totus MedicinesCompanyBiopharmaceuticalDrug DiscoveryCovalent Small Molecules9.4Frontier MedicinesCompanyBiopharmaceuticalDrug DiscoveryOncology9.3Santa Ana BioCompanyBiotechnologyImmunologyAutoimmune Disease9.2Obsidian TherapeuticsCompanyLife SciencesBiotechnologyCell and Gene Therapy9.1OncimmuneCompanyBiotechnologyBiomarker Discovery8.9PathosCompanyArtificial IntelligenceHealthcareBiotechnology8.7Alterome TherapeuticsCompanyBiotechnologyPharmaceuticalsOncology8.4Merida BiosciencesCompanyLife SciencesBiotechnologyImmunology8.4Geneos TherapeuticsCompanyBiotechnologyTherapeuticsImmunotherapy8.3Radionetics OncologyCompanyBiotechnologyPharmaceuticalsRadiopharmaceuticals7.9Octant BioCompanyBiotechnologyDrug Discovery7.6Variant BioCompanyGenomicsTherapeuticsDrug Discovery7.6Clasp TherapeuticsCompanyBiotechnologyImmuno-OncologyOncology7.4LifeMine TherapeuticsCompanyLife SciencesBiotechnologyDrug Discovery7.4Link Cell TherapiesCompanyBiotechnologyLife SciencesCell Therapy6.9Ampersand BiomedicinesCompanyBiotechnologyTherapeuticsDrug Discovery6.7Cofactor GenomicsCompanyGenomicsDiagnostics6.7Delphia TherapeuticsCompanyLife SciencesOncologyBiotechnology6.7OctantCompanyBiotechnologyDrug Discovery6.7AqtualCompanyDiagnosticsLiquid Biopsy6.4Cartography BiosciencesCompanyBiotechnologyCancerImmunotherapy6.2858 TherapeuticsCompanyBiotechTherapeuticsOncology4.7Athos TherapeuticsCompanyBiotechnologyPharmaceuticalsLife Sciences4.7Mendel AIClinical AIHealthcare AIOncologyClinical Trials4.2Relay TherapeuticsCompanyHealth TechBiotechnologyDrug Discovery4.2Amber BioCompanyBiotechnologyGene EditingRNA4.1ExscientiaDrug DiscoveryDrug DesignAI Drug Design3.7Scorpion TherapeuticsCompanyBiotechnologyPharmaceuticalsOncology3.7Apollomics, Inc.CompanyBiopharmaceuticalOncology3.3BlackThorn Therapeutics *CompanyLife SciencesBiotechnologyPharmaceuticals3.3D2G OncologyCompanyOncologyHealthcareBiotechnology3.3Deep 6 AICompanyClinical TrialsHealthcareArtificial Intelligence3.3Everyone MedicinesCompanyTherapeuticsBiotechnology3.3Genomics Medicine IrelandCompanyLife SciencesGenomics3.3InterVennCompanyDigital BiologyGlycoproteomicsProteomics3.3Maze TherapeuticsCompanyBiotechnologyGenetics3.3medxtmcCompanyCompanion DiagnosticsMolecular Diagnostics3.3Neuron23CompanyHealth TechBiotechnology3.3PersonalisCompanyGenomicsOncologyDiagnostics3.3Predictive Oncology (Precision Therapeutics)CompanyHealthcareOncologyDrug Discovery3.3Quanta TherapeuticsCompanyBiotechnologyPharmaceuticalsLife Sciences3.3Stipple BioCompanyLife SciencesBiotechnologyOncology3.3TenSixteen BioCompanyLife SciencesBiotechnology3.3Epic SciencesCompanyHealthcareDiagnosticsOncology2.9Alphina TherapeuticsCompanyBiotechnologyOncologyTherapeutics2.7Function OncologyCompanyHealthcareOncologyGenomics2.2Genomic HealthCompanyHealthcareGenomicsDiagnostics2.2JunglaCompanyGenomicsBioinformatics2.2NeumoraCompanyHealth TechBiotechnologyPharmaceuticals2.2

APIs with this tag (0)

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Score breakdown

Frequency
55.5
log-scaled weighted occurrences
Breadth
2.8
spread across providers
Quality lift
13.4
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Genomics 39 co-occurrences Oncology 54 co-occurrences Bioinformatics 13 co-occurrences Drug Discovery 30 co-occurrences Biotechnology 62 co-occurrences Life Sciences 75 co-occurrences Therapeutics 18 co-occurrences Diagnostics 21 co-occurrences

Where this tag comes from

Provider tag101

Cohort brief

Auto-generated

The 101 providers in the APIs.io catalog tagged Precision Medicine, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
101
all scored
Mean Kin Score
11.3
-9.4 vs catalog 20.7
Mean Agent Readiness
3.2
-6.5 vs catalog 9.7
Spread
2.2–53
median 9.5 · σ 9.1
How the 101 split by band
Exemplar 0Strong 0Developing 1Thin 8Emerging 24Minimal 68
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Governance 3.1 6.4 -3.3 101
Discoverability 54.7 60.4 -5.7 101
Access Clarity 15.1 22.3 -7.2 101
Operational Transparency 2.5 11.3 -8.8 101
Developer Ergonomics 8.3 17.9 -9.6 101
Contract Quality 3.2 17.5 -14.3 101

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
ArtifactThis cohortCatalogDifference
MCP server (any) 5% 16% -11
MCP server (first-party) 3% 7% -4
Agent Skills 0% 0% 0
OAuth scopes 3% 9% -6
Security 87% 88% -1
Arazzo workflows 0% 2% -2
Governance rules 0% 13% -13

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. 1 DNAnexus 53
  2. 2 Galatea Bio 35.8
  3. 3 Harbinger Health 35.3
  4. 4 Orakl 34.1
  5. 5 GRIN Therapeutics 32.3
  6. 6 Flare Therapeutics 30.6
  7. 7 DalCor Pharmaceuticals 29.8
  8. 8 23andMe 29.7
  9. 9 Proscia 27.3
  10. 10 Mission Bio 26.1
Top by Agent Readiness
  1. 1 Harbinger Health 46.9
  2. 2 Galatea Bio 32.1
  3. 3 Orakl 29
  4. 4 DalCor Pharmaceuticals 25.2
  5. 5 Flare Therapeutics 25.2
  6. 6 GRIN Therapeutics 25.2
  7. 7 Kartos Therapeutics 25.2
  8. 8 DNAnexus 22.5
  9. 9 Boundless Bio 18.2
  10. 10 Strata Oncology 16
All 101 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

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MCP server

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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/precision-medicine"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/precision-medicine"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/precision-medicine/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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