Research Computing
Providers using this tag (72)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Developing 11 Usable, with meaningful gaps to close
Thin 39 Limited public surface area
University of Texas at AustinHigh Performance Software FoundationKyoto UniversityUniversity of FloridaTU WienUniversity of BirminghamTexas A&M UniversityUniversity of SheffieldUniversity of ChicagoETH Zurich – Swiss Federal Institute of TechnologyUniversity of ManchesterPurdue UniversityCode OceanAalto UniversityUniversity of OxfordHarvard UniversityUniversity of EdinburghPeking UniversityShanghai Jiao Tong UniversityUniversity of CalgaryUniversity of YorkKarlsruhe Institute of TechnologyCardiff UniversityIndian Institute of Technology KharagpurTechnical University of BerlinUniversity of Cape TownMichigan State UniversityBrown UniversityUniversity of California, San FranciscoUniversity of BaselTokyo Institute of TechnologyIndian Institute of Science BangaloreUniversity of LeedsKyushu UniversityUniversity of Science and Technology of ChinaNagoya UniversityUniversity of California, BerkeleyVictoria University of WellingtonFriedrich-Alexander-Universität Erlangen-Nürnberg
Emerging 22 Early or largely undocumented
King's College LondonUniversity of AntwerpUniversity of QueenslandTU DresdenNanjing UniversityTechnical University of DarmstadtUniversity of NottinghamCalifornia Institute of TechnologyUniversity of RochesterUniversity of Southern CaliforniaUniversity of ZurichQueen Mary University of LondonUniversity of BernAarhus UniversityUniversity of CopenhagenÉcole Normale Supérieure de LyonHokkaido UniversityUCLUniversity of BathQueen's University BelfastMonash UniversityUniversity of Newcastle Australia
APIs with this tag (28)
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 12 Limited public surface area
BALSA Neuroimaging DatabaseA WashU-operated database of neuroimaging scenes and datasets at balsa.wustl.edu, and now the destination o...CNDA — Central Neuroimaging Data Archive (XNAT)WashU's neuroimaging data archive, running XNAT — imaging informatics software that originated at the unive...BEAR GitLab (self-hosted, /api/v4)A GitLab instance the University runs itself on the BEAR (Birmingham Environment for Academic Research) est...IRI/LDEO Climate Data LibraryThe Climate Data Library run by the International Research Institute for Climate and Society and the Lamont...OpenSCOW / CraneSched research-computing APIsOpenSCOW ("Super Computing On Web") is an HPC portal and management system authored at Peking University; C...University of Calgary Research Computing Services Wiki APIRCSWiki, the documentation platform for University of Calgary Advanced Research Computing, runs MediaWiki 1...KI-Toolbox — KIT Generative AI Service (Open WebUI)The Scientific Computing Center operates the KI-Toolbox, KIT's generative-AI service for staff, students an...Dartmouth Chat AI APIAn OpenAI- and Anthropic-compatible API over large language, embedding and reranking models running on Dart...sciCORE OpenID Connect IssuerOpenID Connect issuer operated by sciCORE, the University of Basel's centre for scientific computing, at ht...MyBRC Cluster Access Management APIBerkeley Research Computing's cluster access management system, which handles allocations, project membersh...NHR@FAU ClusterCockpit Job Monitoring APINHR@FAU — the Erlangen National High Performance Computing Center, hosted by FAU — runs ClusterCockpit at m...Maastricht University GitLabSelf-hosted GitLab instance on the university's own domain, serving UM research and teaching projects. Its ...
Emerging 16 Early or largely undocumented
King's e-Research AI Hub APIAn OpenAI-compatible LLM inference API operated by King's e-Research for researchers, students and staff. P...TUD:AI LLM APIAn OpenAI-compatible LLM inference API operated by ZIH and ScaDS.AI Dresden/Leipzig for TU Dresden staff, s...NJU Box (南大云盘) — Seafile deploymentThe university's cloud storage service for staff and students, a self-hosted Seafile 13.0.25 instance brand...NJU e-Science Document Service APIThe e-Science Center's documentation platform (a BookStack deployment) publishes a complete public REST API...NJU Mirror (open-source software mirror)The university's public open-source mirror, run by the NJU e-Science Center and open to anyone on the inter...NJU Password Manager (Vaultwarden deployment)A self-hosted Vaultwarden 2026.6.0 instance offering a Bitwarden-protocol password vault to NJU users. /ali...NJU Table (南大表格) — SeaTable deploymentAn institution-hosted SeaTable 6.1.9 enterprise-edition deployment offering collaborative tables to NJU use...UZH GitLab REST APIUZH self-hosts GitLab for research and teaching code. The GitLab v4 REST API is reachable without credentia...Apocrita — Queen Mary Research Computing ServiceApocrita is Queen Mary's own high-performance computing cluster, run by ITS Research, and its documentation...Electronic Research Data Archive (ERDA) and SCIENCE HPC CenterERDA (erda.ku.dk, erda.dk, sid.erda.dk) is the university's research data archive, operated by the SCIENCE ...Interdisciplinary Large-scale Computing System (HUCC)The Information Initiative Center's supercomputer and research cloud service — Grand Chariot 2 and the rese...Global Wind Atlas Web Processing ServiceAn OGC Web Processing Service 1.0.0 serving Global Wind Atlas results. The GetCapabilities document names D...CRAMS API (Cloud Resource Allocation and Management System)Monash eResearch operates the Cloud Resource Allocation and Management System (CRAMS), an institutional por...Monash eResearch Center HPC ID (SAML Service Provider)A second Monash-operated SAML service provider, entityID https://hpc.erc.monash.edu.au/shibboleth, register...Monash eResearch Documentation (M3 / MASSIVE)Public documentation for the compute, storage, application and training services Monash eResearch runs, inc...University of Newcastle XNAT Imaging Informatics PlatformA self-hosted XNAT 1.9.1.1 imaging-informatics platform operated by the university with the Hunter Medical ...
Companies reaching this through an API (5)
These companies publish an API, specification or operation carrying “Research Computing” 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.
Columbia University
Dartmouth College
Maastricht University
Technical University of Denmark
Washington University in St. Louis
Score breakdown
Frequency
54.4
log-scaled weighted occurrences
Breadth
1.9
spread across providers
Quality lift
44.4
mean composite of providers using it
Cohesion
33.6
strength of nearest seed neighbor
Related tags
Shibboleth 59 co-occurrences
University 75 co-occurrences
SAML 69 co-occurrences
Research Data 57 co-occurrences
OAI-PMH 60 co-occurrences
Identity Federation 71 co-occurrences
Course Catalog 34 co-occurrences
Research Repository 46 co-occurrences
Where this tag comes from
Provider tag72
Api tag28
Cohort brief
Auto-generatedThe 72 providers in the APIs.io catalog tagged Research Computing, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
72
all scored
Mean Kin Score
36.1
+13.2 vs catalog 22.9
Mean Agent Readiness
18.9
+7.0 vs catalog 11.9
Spread
18.3–57.3
median 37 · σ 8.2
How the 72 split by band
Exemplar 0Strong 1Developing 26Thin 38Emerging 7Minimal 0
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Quality | 34.9 | 17.6 | +17.3 | 72 |
| Access Clarity | 42.3 | 26.5 | +15.8 | 72 |
| Contract Governance | 15.5 | 6.3 | +9.2 | 72 |
| Discoverability | 66.6 | 58.1 | +8.5 | 72 |
| Developer Ergonomics | 31.4 | 23.2 | +8.2 | 72 |
| Operational Transparency | 21.8 | 13.7 | +8.1 | 72 |
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) | 1% | 14% | -13 |
| MCP server (first-party) | 1% | 12% | -11 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 33% | 11% | +22 |
| Security | 100% | 98% | +2 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 51% | 14% | +37 |
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 Delft University of Technology 57.3
- 2 University of Michigan-Ann Arbor 52.6
- 3 University of California, San Diego 51
- 4 Uppsala University 49.4
- 5 University of Minnesota 48
- 6 University of Bonn 47.5
- 7 TU Wien 47.1
- 8 Purdue University 46.8
- 9 RWTH Aachen University 45.9
- 10 University of Texas at Austin 45.3
Top by Agent Readiness
- 1 University of California, San Francisco 33.3
- 2 University of Chicago 33.1
- 3 Shanghai Jiao Tong University 32.8
- 4 University of Calgary 32.4
- 5 Aalto University 30.4
- 6 University of York 30.4
- 7 High Performance Software Foundation 30.2
- 8 University of Michigan-Ann Arbor 30
- 9 Peking University 30
- 10 ETH Zurich – Swiss Federal Institute of Technology 29.8
All 72 members of this roster resolve to a scored provider in
the catalog.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.