Precision Medicine
Providers using this tag (130)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Developing 5 Usable, with meaningful gaps to close
Thin 7 Limited public surface area
Emerging 36 Early or largely undocumented
ProsciaHuman LongevityHarbinger HealthArtera Decisionrisk AnalysisStrata OncologyMOMA TherapeuticsPreciseDxOWKINBoundless BioFlare TherapeuticsNiKang TherapeuticsWaivChampions OncologyInvitaeBiomodalMBrace TherapeuticsAdaptive BiotechnologiesAntares TherapeuticsDalCor PharmaceuticalsTempus AIBostonGeneKartos TherapeuticsGRIN TherapeuticssophiageneticsOctave BioscienceSolveBioForesight DiagnosticsDigbi HealthFidocureAtaraxisDelve BioOneHealthCompanySvastiaGenome MedicalArima GenomicsQurAlis
Minimal 81 Almost no public developer surface
ClearNote HealthFoundation MedicineKirilys TherapeuticsOlarisIdeaya BiosciencesSanoVividion TherapeuticsTenaya Therapeutics *BlossomHill TherapeuticsFeel TherapeuticsOnKure TherapeuticsAktis OncologyBeam Therapeutics *Tyra BiosciencesValar LabsBiosapienincFrontier MedicinesTotus MedicinesAccent TherapeuticsCircular GenomicsKariusObsidian TherapeuticsRezo TherapeuticsGandeevaOncimmuneSanta Ana BioAlterome TherapeuticsMerida BiosciencesPathosRadionetics OncologyActio BiosciencesGeneos TherapeuticsOctant BioHALO Precision DiagnosticsClasp TherapeuticsLink Cell TherapiesNuProbeBertisAmpersand BiomedicinesCofactor GenomicsDelphia TherapeuticsAqtualVariant Bio4D PathBamfhealthCartography BiosciencesRatio Therapeutics858 TherapeuticsAcornmedAthos TherapeuticsHummingbird BioscienceAccurate InternationalRelay TherapeuticsMendel AIExscientiaNeuron23Predictive Oncology (Precision Therapeutics)Scorpion TherapeuticsSyapseQuanta TherapeuticsApollomicsBlackThorn Therapeutics *D2G OncologyEveryone MedicinesGenomics Medicine IrelandMaze TherapeuticsmedxtmcNested TherapeuticsPersonalisStipple BioTenSixteen BioDeep 6 AIInterVennAlphina Therapeutics1GENEEpic SciencesFunction OncologyNeumoraAnchorDxJunglaPathway Genomics
Unrated 1 Not yet scored
APIs with this tag (0)
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Score breakdown
Frequency
58.2
log-scaled weighted occurrences
Breadth
3.4
spread across providers
Quality lift
14.6
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Related tags
Genomics 51 co-occurrences
Oncology 72 co-occurrences
Drug Discovery 38 co-occurrences
Diagnostics 33 co-occurrences
Life Sciences 95 co-occurrences
Bioinformatics 16 co-occurrences
Clinical Laboratory 10 co-occurrences
Biotechnology 80 co-occurrences
Where this tag comes from
Provider tag130
Cohort brief
Auto-generatedThe 114 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
114
of 130 in the catalog
Mean Kin Score
12.7
-10.2 vs catalog 22.9
Mean Agent Readiness
3.5
-8.4 vs catalog 11.9
Spread
3.3–48.8
median 9.9 · σ 9.7
How the 114 split by band
Exemplar 0Strong 0Developing 5Thin 7Emerging 35Minimal 67
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Governance | 3.3 | 6.3 | -3 | 114 |
| Discoverability | 53.7 | 58.1 | -4.4 | 114 |
| Access Clarity | 17.6 | 26.5 | -8.9 | 114 |
| Operational Transparency | 3.2 | 13.7 | -10.5 | 114 |
| Developer Ergonomics | 11.5 | 23.2 | -11.7 | 114 |
| Contract Quality | 2.7 | 17.6 | -14.9 | 114 |
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% | 14% | -9 |
| 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 | 0% | 14% | -14 |
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 DNAnexus 48.8
- 2 Seven Bridges 47
- 3 Genialis 43
- 4 MyOme 41.7
- 5 Metabolon 40.5
- 6 LinusBio 32.4
- 7 Galatea Bio 32.1
- 8 Nucleus Genomics 29.1
- 9 Orakl 28.8
- 10 23andMe 28.3
Top by Agent Readiness
- 1 Metabolon 37.1
- 2 Genialis 34.4
- 3 Galatea Bio 32.1
- 4 Orakl 29
- 5 Seven Bridges 26.8
- 6 LinusBio 24.1
- 7 MyOme 22.1
- 8 Harbinger Health 21.2
- 9 DNAnexus 20.3
- 10 Human Longevity 15.1
All 130 members of this roster resolve to a provider in the
catalog; 114 carry a score (88%).
The figures above describe the scored members only.
Coverage caveat. 114 of 114 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 5 October 2026, across 29093 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. 114 of 114 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 5 October 2026, across 29093 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.