emerging · 1.4

Data Management

Score 21.4 / 100 92 providers 35 APIs Search apis.io →
Variants seen in the corpus: Data Managementdata-management

Providers using this tag (92)

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

Exemplar 4 Complete, well-documented, and agent-ready
Adobe CampaignCampaign ManagementCustomer ExperienceEmail MarketingMarketing Automation20 APIs77.3Mapp Marketing CloudCompanyMarketingMarketing AutomationEmail4 APIs74.7DynatraceAI OperationsAnalyticsAPMApplication Performance Monitoring34 APIs71.8Adobe AnalyticsAdobeAnalyticsBusiness IntelligenceCustomer Intelligence22 APIs67.4
Strong 3 Solid coverage with minor gaps
IBMAPI ManagementArtificial IntelligenceBillingCloud Computing55 APIs62.6SalsifyCompanyProduct Experience ManagementProduct Information ManagementDigital Asset Management11 APIs57.3SnowflakeData LakesData SharingData WarehousingDatabase47 APIs54.6
Developing 22 Usable, with meaningful gaps to close
DNAnexusCompanyGenomicsBioinformaticsLife Sciences2 APIs53.0Amazon DataZoneData CatalogData GovernanceData Sharing6 APIs52.8DataLoopArtificial IntelligenceMachine-LearningData Annotation1 API50.0SAPArtificial IntelligenceBTPBusiness ApplicationsCloud31 APIs49.0OpsMillCompanyInfrastructure SaasNetwork AutomationSource of Truth16 APIs48.6DelphixCompanyTest Data ManagementData Virtualization60 APIs47.9VMwareCloud ComputingContainer ManagementHybrid CloudInfrastructure59 APIs47.7DatoramaCompanyAnalyticsMarketingMarketing Intelligence2 APIs46.8GristSpreadsheetDatabaseCollaborationNo-Code17 APIs46.1CenevoCompanyLab AutomationLaboratory InformaticsElectronic Lab Notebook75 APIs45.8RyftCompanyDataData LakeLakehouse1 API45.5Oracle Fusion Cloud ApplicationsCloudCXEnterpriseEPM52 APIs45.3SkyviaData IntegrationiPaaSETLELT4 APIs44.8SAS InstituteAnalyticsArtificial IntelligenceMachine-Learning10 APIs43.9ScreenpipeCompanyScreen RecordingScreen MemoryAudio Transcription18 APIs43.5Amazon FinSpaceCapital MarketsData AnalyticsFinancial-Services6 APIs42.6TeradataAnalyticsCloudData Warehousing11 APIs41.5Microsoft SQL Server APIsAzure SQLCloud DatabaseDatabase21 APIs40.5Veritas InfoScaleClusteringDisaster RecoveryHigh Availability13 APIs40.4FilebaseObject StorageIPFSS3 CompatibleDecentralized Storage15 APIs40.0CommvaultBackupCloud StorageCyber Recovery24 APIs39.3QuanTemplateCompanyInsuranceInsurtechData Integration1 API39.3
Thin 19 Limited public surface area
Cohesity GlobalCompanyData SecurityBackup and Recovery1 API37.1Materials ZoneCompanyMaterials InformaticsMaterials ScienceResearch and Development9 APIs37.0FlywheelCompanyMedical ImagingHealthcare1 API36.9Oracle PlanningBudgetingCloudConsolidationEnterprise17 APIs36.9VeeamBackupDisaster RecoveryCloud Backup55 APIs36.7NetAppCloudHybrid CloudInfrastructure18 APIs35.7honeycomb22 APIs34.9Microsoft SQL ServerCloudDatabaseEnterprise14 APIs34.2AcceldataAI AgentsData ObservabilityData Pipeline7 APIs34.1cohere9 APIs33.5MapQuestGeocodingMappingMapsNavigation10 APIs33.4SAP Business Technology PlatformSAPCloud PlatformIntegrationArtificial Intelligence7 APIs30.9Ellipsis DriveCompanyGeospatialSpatial DataGIS1 API30.6PortworxCloud-NativeContainersKubernetes25 APIs30.4Grapes Knowledge BaseKnowledge-ManagementKnowledge BaseAutomation3 APIs29.91010dataCompanyData AnalyticsBig DataBusiness Intelligence2 APIs28.5Northern TrustFortune 500BankingWealth ManagementAsset Servicing7 APIs28.0CTERACompanyCloudStorageFile Storage1 API27.5Visual LayerCompanyComputer-VisionMachine-Learning1 API26.8
Emerging 26 Early or largely undocumented
AribaB2BCatalog ManagementComplianceContracts80 APIs26.1TintriCompanyStorageInfrastructure1 API24.2Bloomberg Professional ServiceAnalyticsCloudEnterprise9 APIs23.4CohesityAutomationBackupCyber Resilience2 APIs20.2Tetra TechAnalyticsConsultingEngineering5 APIs19.6HammerspaceCompanyStorageFilesystem1 API19.1LontiAutomationData IntegrationiPaaSLow-Code3 APIs18.1Heex TechnologiesCompanyAutonomous SystemsRoboticsAutonomous Vehicles16.7Veritas SoftwareCompanyCloud SaasData ProtectionBackup16.0UBIX LabsArtificial IntelligenceAnalyticsMachine-LearningData Integration4 APIs15.6DatacoreCompanyStorageSoftware-Defined StorageObject Storage15.5SQLANSI StandardDatabaseISO Standard2 APIs15.13PAR (HPE 3PAR StoreServ)CompanyStorageEnterprise StorageInfrastructure1 API14.8IBM Db2DatabaseRelational DatabaseCloud DatabaseSQL2 APIs14.5One DataCompanyAi Enterprise SoftwareData Governance14.4AlbertinventCompanyDeveloper ToolsChemistryMaterials Science14.2AtomBeamCompanyData CompressionInternet of ThingsEdge Computing14.1StorSimpleCompanyStorageCloud StorageHybrid Cloud1 API13.4EMCCloud InfrastructureData ProtectionEnterprise Storage2 APIs13.3EliqEnergyUtilitiesAnalyticsSustainability4 APIs12.7MTech SystemsArtificial IntelligenceAgricultureBusiness Intelligence1 API12.2ActifioCompanyBackupDisaster Recovery12.1AxtriaCompanyLife SciencesPharmaceuticalsAnalytics11.8TamrMachine-LearningEnterprise SoftwareMaster Data Management2 APIs11.7CollibraData GovernanceData CatalogData Quality7 APIs11.1iCapital NetworkCompanyFinancial-ServicesAlternative InvestmentsPrivate Markets11.0
Minimal 18 Almost no public developer surface
KompriseCompanyUnstructured Data ManagementData Migration10.9NextdataDataData MeshArtificial Intelligence1 API10.1Skience (The Athene Group)CompanyWealth ManagementFinancial-ServicesWealthTech9.5CradleProtein EngineeringGenerative BiologyGenerative AIFoundation Models1 API8.8Zurich InsuranceInsuranceFinancialProperty and CasualtyOpen Insurance12 APIs7.4alereDiagnosticsPoint of CareHealthcareLaboratory1 API6.8Visage ImagingEnterprise ImagingMedical ImagingRadiologyPACS5 APIs6.7GovernataCompanyData GovernanceMaster Data Management6.4Poultry syncCompanyAgriculturePoultry6.0Datos IoCompanyBackup and RecoveryData Protection5.3ApplimationCompanyInformation Lifecycle ManagementData Archiving5.0Cullinet SoftwareCompanyDatabaseMainframeEnterprise Software5.0DataGravityCompanyDefunctStorage5.0Merklebase, Inc.CompanyDigital AssetsCryptocurrencyPortfolio-Management5.0Primary DataCompanyStorageData VirtualizationSoftware-Defined Storage5.0VersantCompanyEnterprise SoftwareDatabaseObject Database5.0Infinity PlatformAnalyticsIntegrationPlatform4.1ENGIE Insight ServicesCompanyEnergySustainabilityResource Management3.3

APIs with this tag (35)

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 4 Complete, well-documented, and agent-ready
Adobe Campaign Data Management APIWrite, update, and delete data records using the xtk:session#Write method. Supports insert, insertOrUpdate,...77.3Mapp Product Catalog Public APIThe Product Catalog Public API manages product and variant data inside Mapp Cloud catalogs — create, replac...74.7Dynatrace Grail Bucket Management APIThe Dynatrace Grail Bucket Management API provides a public API for managing storage buckets within the Gra...71.8Adobe Analytics Classification APIImport, update, and remove classification values that group and label dimension items (for example mapping ...67.4
Strong 2 Solid coverage with minor gaps
IBM watsonx.dataCollect, store, query, and analyze structured and unstructured enterprise data with a unified data lakehous...62.6Snowflake Sequence APIThe Snowflake Sequence API is a REST API that you can use to access, update, and perform certain actions on...54.6
Developing 10 Usable, with meaningful gaps to close
DNAnexus Platform APIThe DNAnexus Platform API is a JSON-over-HTTPS API of roughly 206 documented methods. Each method is invoke...53.0Dataloop Platform APIThe Dataloop (Dell Data Orchestration Engine) platform REST API. Every part of the platform — projects, dat...50.0Data Management for VMware Tanzu REST APIREST API for Data Management for VMware Tanzu providing database-as-a-service capabilities for provisioning...47.7vSAN Management APIAPI for managing VMware vSAN software-defined storage including cluster configuration, disk management, hea...47.7Intelligence Platform APIREST API to set up, manage and administer a Marketing Cloud Intelligence (Datorama) account — accounts, wor...46.8Oracle Fusion Cloud Applications Data Management APIData import, export, and integration operations45.3Skyvia Connect OData & SQL EndpointsConnectivity-as-a-service layer that exposes a Skyvia connection as a secured web API without writing code....44.8Skyvia Public APIREST management API for the Skyvia platform. Programmatically read and control account users and invitation...44.8Screenpipe Data Management APIManual data deletion and storage info43.5Filebase Data Management APIAdd, retrieve, and import IPFS data40.0
Thin 6 Limited public surface area
Cohesity Helios and Cluster REST APIRESTful interface for data management, backup and recovery, cyber resilience, reporting, and site continuit...37.1Oracle Planning Data Management APIREST API for data integration and management in Oracle Planning applications. Provides endpoints for runnin...36.9Honeycomb Datasets APIThe Honeycomb Datasets API provides management capabilities for datasets, which represent collections of re...34.9Cohere Datasets APIThe Cohere Datasets API provides endpoints for uploading, managing, and retrieving datasets used with other...33.5MapQuest Data Manager APIThe MapQuest Data Manager API allows developers to upload, manage, and query custom hosted data tables for ...33.4Northern Trust Data Management APIThe Data Management API delivers consolidated investment and reference data from Northern Trust's data serv...28.0
Emerging 9 Early or largely undocumented
Dynamic Lookup Table APIManages dynamic lookup tables used for validation, mapping, and custom data references in procurement workf...26.1Bloomberg Data License Plus (DL+)Fully managed, public cloud-based data management solution that brings Bloomberg data together in a central...23.4Tetra Tech Delta Data Management ServicesThe Tetra Tech Delta digital solutions portfolio delivers enterprise data management and analytics capabili...19.6Hammerspace Anvil Management APIThe management REST API served by the Hammerspace Anvil metadata server at the base path /mgmt/v1.2/rest. I...19.1Lonti BelliniBellini is Lonti's data modeling and management product designed to help organizations effectively model an...18.1UBIX DataSpace APIAPI for the UBIX DataSpace module enabling data ingestion, transformation, and management across enterprise...15.6Eliq Data Management APIThe Eliq Data Management API ingests and manages customer, location, and meter data inside the Eliq system....12.7MTech SystemsMTech Systems supply chain data management platform with AI and BI capabilities for poultry and animal prot...12.2Tamr Core REST APIThe Tamr Core REST API allows programmatic access to Tamr's on-premise master data management application. ...11.7
Minimal 4 Almost no public developer surface
Cradle Platform APIThe Cradle Platform API is an enterprise REST API for programmatic access to Cradle's AI-driven protein eng...8.8AU Document Domain APIDocument domain service (Australia) for managing, indexing, and retrieving structured document objects acro...7.4RALS Point-of-Care Data Management APIThe RALS (Remote Automated Laboratory Systems) platform provides point-of-care device management and data i...6.8Visage 7 QA REST APIREST API introduced in Visage 7 release notes supporting a data-quality (QA) workflow based on delete-and-r...6.7

Score breakdown

Frequency
55.5
log-scaled weighted occurrences
Breadth
2.5
spread across providers
Quality lift
34.4
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Data Protection 10 co-occurrences Cloud Storage 9 co-occurrences Storage 19 co-occurrences Data Governance 9 co-occurrences Hybrid Cloud 6 co-occurrences Disaster Recovery 7 co-occurrences Enterprise Storage 5 co-occurrences Backup 7 co-occurrences

Where this tag comes from

Provider tag67
Api tag35
Openapi tag4
Openapi op tag12

Cohort brief

Auto-generated

The 92 providers in the APIs.io catalog tagged Data Management, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
92
all scored
Mean Kin Score
28.4
+7.7 vs catalog 20.7
Mean Agent Readiness
14.1
+4.4 vs catalog 9.7
Spread
3.3–77.3
median 27.8 · σ 18.4
How the 92 split by band
Exemplar 4Strong 3Developing 22Thin 19Emerging 26Minimal 18
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 31.3 17.9 +13.4 92
Access Clarity 29.3 22.3 +7 92
Discoverability 66.4 60.4 +6 92
Contract Quality 23.5 17.5 +6 92
Operational Transparency 16.9 11.3 +5.6 92
Contract Governance 10.8 6.4 +4.4 92

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) 27% 16% +11
MCP server (first-party) 15% 7% +8
Agent Skills 0% 0% 0
OAuth scopes 17% 9% +8
Security 90% 88% +2
Arazzo workflows 8% 2% +6
Governance rules 26% 13% +13

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 Adobe Campaign 77.3
  2. 2 Mapp Marketing Cloud 74.7
  3. 3 Dynatrace 71.8
  4. 4 Adobe Analytics 67.4
  5. 5 IBM 62.6
  6. 6 Salsify 57.3
  7. 7 Snowflake 54.6
  8. 8 DNAnexus 53
  9. 9 Amazon DataZone 52.8
  10. 10 DataLoop 50
Top by Agent Readiness
  1. 1 Adobe Analytics 66.5
  2. 2 Mapp Marketing Cloud 56.3
  3. 3 Salsify 53.4
  4. 4 Ryft 42.6
  5. 5 IBM 39.4
  6. 6 Skyvia 36.4
  7. 7 SAP 35.8
  8. 8 Snowflake 35.8
  9. 9 Cenevo 32.5
  10. 10 Dynatrace 32.4
All 92 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.
All 92 tools

Call it yourself

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/data-management"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/data-management"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/data-management/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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