Scientific Computing
Scientific Computingscientific-computing
Providers using this tag (27)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Strong 1 Solid coverage with minor gaps
Developing 6 Usable, with meaningful gaps to close
Thin 10 Limited public surface area
Emerging 6 Early or largely undocumented
Minimal 4 Almost no public developer surface
APIs with this tag (4)
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 →
Thin 2 Limited public surface area
Score breakdown
Related tags
Where this tag comes from
Cohort brief
Auto-generatedThe 27 providers in the APIs.io catalog tagged Scientific Computing, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 32.7 | 17.9 | +14.8 | 27 |
| Operational Transparency | 19.4 | 11.3 | +8.1 | 27 |
| Discoverability | 65.5 | 60.4 | +5.1 | 27 |
| Access Clarity | 25.8 | 22.3 | +3.5 | 27 |
| Contract Quality | 20.6 | 17.5 | +3.1 | 27 |
| Contract Governance | 6.8 | 6.4 | +0.4 | 27 |
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.
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 15% | 16% | -1 |
| MCP server (first-party) | 0% | 7% | -7 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 11% | 9% | +2 |
| Security | 96% | 88% | +8 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 7% | 13% | -6 |
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.
- 1 Seqera Labs 57.6
- 2 DNAnexus 53
- 3 Strangeworks 42.7
- 4 Rigetti Computing 42.4
- 5 Amazon Parallel Computing Service 41
- 6 Juliahub 37.6
- 7 Apptainer 36.2
- 8 DP Technology (Bohrium) 35.1
- 9 European Space Agency (ESA) 34.9
- 10 Julia Computing 34.9
- 1 Rigetti Computing 29
- 2 Seqera Labs 26
- 3 European Space Agency (ESA) 25.5
- 4 Materials Project 25.5
- 5 Apptainer 24.8
- 6 DP Technology (Bohrium) 23.7
- 7 DNAnexus 22.5
- 8 Strangeworks 22.5
- 9 Amazon Parallel Computing Service 17.3
- 10 Jupyter 17.3
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.