Precision Medicine
Providers using this tag (138)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Strong 1 Solid coverage with minor gaps
Developing 5 Usable, with meaningful gaps to close
Thin 6 Limited public surface area
Emerging 37 Early or largely undocumented
Artera Decisionrisk AnalysisMOMA TherapeuticsAntares TherapeuticsFlare TherapeuticsTempus AIHuman LongevityGenomindBostonGeneHarbinger HealthStrata OncologyOWKINPreciseDxBiomodalChampions OncologyAdaptive BiotechnologiesBoundless BioWaivMBrace TherapeuticsInvitaeNiKang TherapeuticssophiageneticsDalCor PharmaceuticalsGenome MedicalKartos TherapeuticsGRIN TherapeuticsOctave BioscienceDigbi HealthAtaraxisSolveBioFidocureCertis OncologyDelve BioForesight DiagnosticsSvastiaOneHealthCompanyArima GenomicsClearNote Health
Minimal 88 Almost no public developer surface
Feel TherapeuticsIdeaya BiosciencesOnKure TherapeuticsTyra BiosciencesOncimmuneActio BiosciencesBertisExscientiaCellworksMaze TherapeuticsmedxtmcCuregeneAnchorDxNeumoraKirilys TherapeuticsQurAlisApollomicsNuProbeSanoTelix PharmaceuticalsTenaya Therapeutics *Vividion TherapeuticsValar LabsAktis OncologyBeam Therapeutics *Foundation MedicineObsidian TherapeuticsBlossomHill TherapeuticsFrontier MedicinesTotus Medicines4D PathAccent TherapeuticsCartography BiosciencesCircular GenomicsKariusOlarisRezo TherapeuticsGandeevaAlto NeuroscienceBiosapienincSanta Ana BioAlterome TherapeuticsMerida BiosciencesRadionetics OncologyPathosGeneos TherapeuticsOctant BioHALO Precision DiagnosticsInterVennHummingbird BioscienceAmpersand BiomedicinesClasp TherapeuticsCofactor GenomicsDelphia TherapeuticsVariant BioLink Cell TherapiesBamfhealthRatio TherapeuticsAqtual858 TherapeuticsAcornmedAthos TherapeuticsRelay TherapeuticsMendel AIScorpion TherapeuticsNeuron23SyapseAccurate InternationalPredictive Oncology (Precision Therapeutics)Character BiosciencesQuanta TherapeuticsBlackThorn Therapeutics *D2G OncologyDeep 6 AIEveryone MedicinesGenomics Medicine IrelandNested TherapeuticsPersonalisStipple BioTenSixteen BioAlphina Therapeutics1GENECiphergenetechEpic SciencesCorvidia TherapeuticsFunction OncologyJunglaPathway Genomics
Unrated 1 Not yet scored
APIs with this tag (0)
No API pages are linked for this tag yet. Search apis.io →
Score breakdown
Frequency
58.1
log-scaled weighted occurrences
Breadth
3.2
spread across providers
Quality lift
12.8
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Related tags
Genomics 53 co-occurrences
Oncology 74 co-occurrences
Diagnostics 34 co-occurrences
Drug Discovery 38 co-occurrences
Bioinformatics 17 co-occurrences
Life Sciences 95 co-occurrences
Biotechnology 85 co-occurrences
Clinical Laboratory 10 co-occurrences
Where this tag comes from
Provider tag138
Cohort brief
Auto-generatedThe 117 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
117
of 137 in the catalog
Mean Kin Score
even vs catalog
Mean Agent Readiness
3.6
-8.4 vs catalog 12
Spread
–
median · σ
How the 117 split by band
Exemplar 0Strong 0Developing 5Thin 7Emerging 35Minimal 70
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Governance | 3.5 | 6.5 | -3 | 117 |
| Discoverability | 53.9 | 57.9 | -4 | 117 |
| Access Clarity | 17.3 | 23.9 | -6.6 | 117 |
| Operational Transparency | 3.2 | 13 | -9.8 | 117 |
| Developer Ergonomics | 11.5 | 23.2 | -11.7 | 117 |
| Contract Quality | 2.7 | 17.2 | -14.5 | 117 |
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) | 5% | 13% | -8 |
| MCP server (first-party) | 3% | 12% | -9 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 5% | 11% | -6 |
| Security | 99% | 98% | +1 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 1% | 16% | -15 |
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 Genialis
- 2 DNAnexus
- 3 Seven Bridges
- 4 MyOme
- 5 Metabolon
- 6 LinusBio
- 7 Galatea Bio
- 8 Nucleus Genomics
- 9 Orakl
- 10 23andMe
Top by Agent Readiness
- 1 Genialis {"score" => 36.9, "band" => "agent-ready"}
- 2 Metabolon {"score" => 36.8, "band" => "agent-ready"}
- 3 Galatea Bio {"score" => 34.1, "band" => "agent-ready"}
- 4 Orakl {"score" => 30.5, "band" => "agent-ready"}
- 5 Seven Bridges {"score" => 28.7, "band" => "agent-ready"}
- 6 LinusBio {"score" => 24.1, "band" => "agent-aware"}
- 7 MyOme {"score" => 23, "band" => "agent-aware"}
- 8 Harbinger Health {"score" => 21.2, "band" => "agent-aware"}
- 9 DNAnexus {"score" => 20.3, "band" => "agent-aware"}
- 10 Human Longevity {"score" => 15.1, "band" => "agent-aware"}
All 137 members of this roster resolve to a provider in the
catalog; 117 carry a score (85%).
The figures above describe the scored members only.
Coverage caveat. 116 of 117 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 31 October 2026, across 31983 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.
Coverage caveat. 116 of 117 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 31 October 2026, across 31983 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
Every tag here is available over the APIs.io API and to AI agents over MCP.