emerging · 0.2 capabilitymarket schemadomain

Data Access

Score 22.3 / 100 30 providers 33 APIs Search apis.io →
Business capabilities this tag reaches
Cybersecurity Management 1
Variants seen in the corpus: Data Accessdata-access

Providers using this tag (30)

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

Exemplar 1 Complete, well-documented, and agent-ready
veevaLife SciencesPharmaceuticalsClinical TrialsRegulatory1 API75.5
Strong 5 Solid coverage with minor gaps
Cisco Identity Services EngineIdentityNetwork AccessZero TrustSecurity104 APIs65.2MXFinancial-ServicesBankingUnited StatesOpen Finance2 APIs62.4Hugging Face6 APIs61.5CreatioCompanySaasCRMNo-Code4 APIs59.5AmplitudeA/B TestingAnalyticsExperimentationFeature Flags10 APIs58.0
Developing 15 Usable, with meaningful gaps to close
HasuraGraphQL1 API53.3GumloopCompanyArtificial IntelligenceAI AgentsAutomation1 API52.7TableauAnalyticsBusiness IntelligenceDashboardsData Visualization1 API51.7Salesforce Sales CloudCloudCRMCustomer ManagementEnterprise8 APIs51.5FinicityFinancial-ServicesData AggregationOpen FinanceOpen Banking1 API50.6Microsoft SQL ServerCloudData ManagementDatabaseEnterprise14 APIs47.5Workday StudioCloudDevelopmentEnterpriseFinance2 APIs47.1MongoDBCloud DatabaseDatabaseDocument DatabaseNoSQL1 API46.1SAP BI ToolsAnalyticsBusiness IntelligenceData VisualizationReporting4 APIs45.9BaswareE-InvoicingPurchase-to-PayAccounts PayableProcurement8 APIs44.7Financial Data Exchange (FDX)Financial DataOpen BankingOpen FinanceFinancial Data Exchange3 APIs43.6Varo BankBankingFintechConsumer FinanceSavings2 APIs41.8Workday ReportingAnalyticsBusiness IntelligenceFinancial ReportingHr Data1 API41.6Skyviadata-integrationipaasetlelt1 API41.4Spring DataDatabaseFrameworkJava1 API40.0
Thin 6 Limited public surface area
Microsoft Entity Framework.NETDatabaseEntity Framework2 APIs35.4Microsoft AccessAccess DatabaseDatabaseDesktop DatabaseMicrosoft8 APIs35.3FormantRoboticsRobot Fleet ManagementTeleoperationObservability1 API33.9NOAA ERDDAPoceanographymeteorologyclimateenvironmental data1 API31.6CoralCompanyArtificial IntelligenceAgentsMCP30.1CDataDataData ConnectivityDatabases1 API30.0
Emerging 1 Early or largely undocumented
American ExpressCredit CardsFinancial-ServicesPaymentsCard Network12 APIs21.1
Minimal 2 Almost no public developer surface
PNCBankingFinancial-ServicesUnited StatesTreasury Management6 APIs10.1OkeraCompanyDevelopersData GovernanceData Security5.0

APIs with this tag (30)

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 →

Exemplar 1 Complete, well-documented, and agent-ready
Veeva Vault Direct Data APIThe Veeva Vault Direct Data API provides high-speed, read-only bulk access to Vault data for integration, a...75.5
Strong 5 Solid coverage with minor gaps
MX Data AccessData Access is MX's open-finance API platform for sharing an institution's financial data and accessing oth...62.4Hugging Face Data Access APIRow-level data access and preview endpoints61.5Creatio DataService APIRESTful DataService web service for reading and writing platform records via InsertQuery, SelectQuery, Upda...59.5Creatio OData APIOData 4 (recommended) and legacy OData 3 access to Creatio platform entities. The OData 4 service is at /0/...59.5Amplitude Data Access APIData subject access request operations58.0
Developing 13 Usable, with meaningful gaps to close
Gumloop Data Access APIThe Data Access API from Gumloop — 5 operation(s) for data access.52.7Tableau VizQL Data ServiceThe VizQL Data Service provides a programmatic HTTP interface to query published data sources outside of Ta...51.7Finicity Open Banking Data Access (FDX)FDX-aligned, consumer-permissioned open-banking data-access surface through which Finicity, as a founding F...50.6Data API BuilderOpen source configuration-based engine that creates REST and GraphQL APIs for SQL Server, Azure SQL, Azure ...47.5Workday REST APIRESTful API providing modern JSON-based access to Workday data and services. Uses OAuth 2.0 authentication ...47.1MongoDB Atlas Data APIThe Atlas Data API lets you read and write data in MongoDB Atlas with standard HTTPS requests, without the ...46.1SAP BusinessObjects BI Semantic Layer REST APIREST API for working with SAP BusinessObjects BI Semantic Layer universes. Allows querying and managing uni...45.9Basware Data Access APIThe Basware Data Access API allows organizations to query and extract data from Basware systems for reporti...44.7FDX Consent APIRESTful endpoints implementing the FDX Consent API Behavioral Specification for managing user permissions a...43.6Varo Aggregator Data Access (Plaid)The real, documented seam through which third-party applications reach Varo Bank account data. Varo runs a ...41.8Workday WQL APIWorkday Query Language (WQL) API enabling SQL-like querying of Workday data through REST endpoints. Provide...41.6Skyvia Connect MCP EndpointHosted Model Context Protocol server that publishes any Skyvia connection — 200+ cloud apps and databases —...41.4Skyvia Connect OData & SQL EndpointsConnectivity-as-a-service layer that exposes a Skyvia connection as a secured web API without writing code....41.4
Thin 7 Limited public surface area
Microsoft ActiveX Data Objects (ADO) APIActiveX Data Objects (ADO) enable client applications to access and manipulate data from Access databases t...35.3Microsoft Data Access Objects (DAO) APIData Access Objects (DAO) provide a programmatic interface to create, query, and modify the structure and d...35.3Formant Data Access APIThe Data Access API from Formant — 1 operation(s) for data access.33.9NOAA ERDDAP Data Access APIDownload subsets of tabular or gridded data.31.6CData Metadata APIThe CData Cloud Metadata API exposes catalog information including schemas, tables, columns, keys, and stor...30.0CData OData APICData Connect Cloud exposes an OData v4 compatible API that allows any OData client to browse metadata and ...30.0CData SQL APIThe CData Cloud SQL API provides HTTP-based access to execute SQL queries, batch operations, and stored pro...30.0
Emerging 3 Early or largely undocumented
American Express Account and Transaction APIThe American Express Account and Transaction API is an open-banking service that enables regulated third-pa...21.1American Express Confirmation of Funds PSD2 APIThe American Express Confirmation of Funds PSD2 API is a secure and efficient service that enables regulate...21.1American Express Smart Offer PartnershipThe American Express Smart Offer Partnership product provides registered partners with access to certain Am...21.1
Minimal 1 Almost no public developer surface
PNC Consumer Data Access API (Akoya)Consumer open-finance data-access surface through which PNC lets its retail customers securely permission a...10.1

Score breakdown

Frequency
44.8
log-scaled weighted occurrences
Breadth
0.8
spread across providers
Quality lift
51.6
mean composite of providers using it
Cohesion
3.6
strength of nearest seed neighbor

Related tags

SQL 5 co-occurrences Query 6 co-occurrences Business Intelligence 5 co-occurrences Database 5 co-occurrences United States 5 co-occurrences Cloud 6 co-occurrences Reports 5 co-occurrences Metadata 6 co-occurrences

Where this tag comes from

Api tag32
Provider tag7
Openapi tag5
Openapi op tag17

Cohort brief

Auto-generated

The 30 providers in the APIs.io catalog tagged Data Access, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
30
all scored
Mean Kin Score
42.1
+21.4 vs catalog 20.7
Mean Agent Readiness
24.6
+14.9 vs catalog 9.7
Spread
5–75
median 43.3 · σ 16
How the 30 split by band
Exemplar 2Strong 4Developing 13Thin 7Emerging 3Minimal 1
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 46.6 17.5 +29.1 30
Developer Ergonomics 41.6 17.9 +23.7 30
Access Clarity 43.8 22.3 +21.5 30
Operational Transparency 31.6 11.3 +20.3 30
Contract Governance 15.6 6.4 +9.2 30
Discoverability 69 60.4 +8.6 30

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) 40% 16% +24
MCP server (first-party) 13% 7% +6
Agent Skills 0% 0% 0
OAuth scopes 30% 9% +21
Security 100% 88% +12
Arazzo workflows 13% 2% +11
Governance rules 50% 13% +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. 1 veeva 75
  2. 2 Cisco Identity Services Engine 67.8
  3. 3 MX 64.3
  4. 4 Creatio 59.5
  5. 5 Amplitude 57.1
  6. 6 Gumloop 55.8
  7. 7 Hasura 53.9
  8. 8 Hugging Face 53.9
  9. 9 Finicity 51.6
  10. 10 Salesforce Sales Cloud 51.1
Top by Agent Readiness
  1. 1 Gumloop 47.3
  2. 2 MongoDB 44.8
  3. 3 Hugging Face 37.6
  4. 4 Skyvia 36.4
  5. 5 veeva 36.4
  6. 6 Cisco Identity Services Engine 36.2
  7. 7 Financial Data Exchange (FDX) 34.6
  8. 8 Amplitude 32.9
  9. 9 MX 30.8
  10. 10 Workday Reporting 29.6
All 30 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.

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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.
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Call it yourself

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This tag 
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All tags 
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As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/data-access"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/data-access/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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