Verta website screenshot

Verta

Verta was an MLOps model-management, experiment-tracking, and model-registry platform (verta.ai) acquired by Cloudera on 2024-06-03; verta.ai now redirects to Cloudera Machine Learning. Its open-source core, ModelDB (Apache-2.0, github.com/VertaAI/modeldb), remains actively maintained and provides ML model versioning, metadata management, and experiment tracking. The REST API is a grpc-gateway transcoding of the ModelDB and UAC gRPC services — 11 services and 264 operations served under /v1 — covering projects, experiments, experiment runs, datasets, a model registry, Git-style versioning, deployment stages, monitoring, and SCIM/UAC access control.

Verta publishes 11 APIs on the APIs.io network, including AuthzService API, DatasetService API, ExperimentRunService API, and 8 more. Tagged areas include MLOps, Machine-Learning, Model Management, Experiment Tracking, and Model Registry.

Verta’s developer surface includes authentication, changelog, documentation, and 17 more developer resources.

24.3/100 emerging ▬ flat Agent 21/100 agent aware self hosted · Apache-2.0 Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0
12 APIs
MLOpsMachine-LearningModel ManagementExperiment TrackingModel RegistryModel VersioningMetadataOpen-SourceCompany

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0
Open Source Surface applies to this provider. This product is open source and we read its repository directly, so Open Source Surface carries 10 points of the composite. It is scored from what the repository actually publishes — a security policy, a contribution guide, a release history, a code of conduct — read live from the provider rather than inferred from our own catalog pointers. This facet adds; nothing was taken away to make room for it. An open-source project is not excused from the commercial facets, because exemption would strip it of the points it does earn. If we have the wrong repository, or this product is not open source, say so on your provider repo and we will drop the facet rather than have you publish against it.
Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.
The six quality facets above are damped to 80 points between them, because the conditional facet above carries the other 20. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 80% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/verta: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 11

Individual APIs this provider publishes, each with its own machine-readable definition.

Verta AuthzService API

The AuthzService API from Verta — 4 operation(s) for authzservice.

Verta DatasetService API

The DatasetService API from Verta — 17 operation(s) for datasetservice.

Verta ExperimentRunService API

The ExperimentRunService API from Verta — 60 operation(s) for experimentrunservice.

Verta ExperimentService API

The ExperimentService API from Verta — 25 operation(s) for experimentservice.

Verta MonitoredEntityService API

The MonitoredEntityService API from Verta — 4 operation(s) for monitoredentityservice.

Verta ProjectService API

The ProjectService API from Verta — 32 operation(s) for projectservice.

Verta RegistryService API

The RegistryService API from Verta — 31 operation(s) for registryservice.

Verta SCIMConfigurationService API

The SCIMConfigurationService API from Verta — 1 operation(s) for scimconfigurationservice.

Verta StageService API

The StageService API from Verta — 9 operation(s) for stageservice.

Verta UACService API

The UACService API from Verta — 13 operation(s) for uacservice.

Verta VersioningService API

The VersioningService API from Verta — 40 operation(s) for versioningservice.

Scroll for all 11

Open Collections 12

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

Scroll for all 12

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Verta Authentication

custom · 0 schemes

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Verta Agentic Access

264 operations · 179 acting

264 operations · 179 acting

AGENTIC

Resources

Documentation 1

Reference material describing how the API behaves

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 1

Authentication, authorization, and security posture

Operate 3

Status, limits, changes, and where to get help

Commercial 1

Pricing, plans, and the legal terms of use

Other 1

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
aid: verta
name: Verta
description: Verta was an MLOps model-management, experiment-tracking, and model-registry platform (verta.ai) acquired by
  Cloudera on 2024-06-03; verta.ai now redirects to Cloudera Machine Learning. Its open-source core, ModelDB (Apache-2.0,
  github.com/VertaAI/modeldb), remains actively maintained and provides ML model versioning, metadata management, and experiment
  tracking. The REST API is a grpc-gateway transcoding of the ModelDB and UAC gRPC services — 11 services and 264 operations
  served under /v1 — covering projects, experiments, experiment runs, datasets, a model registry, Git-style versioning, deployment
  stages, monitoring, and SCIM/UAC access control.
url: https://raw.githubusercontent.com/api-evangelist/verta/refs/heads/main/apis.yml
deliveryModel:
  model: self-hosted
  license: Apache-2.0
  open_source: true
  commercial: false
  callable_host: false
  label: Self-hosted open source · you run it yourself
  confidence: high
  source:
  - license
  - openapi
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://github.com/VertaAI.png
x-type: company
x-source: vc-portfolio
x-backed-by:
- general-catalyst
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
tags:
- MLOps
- Machine-Learning
- Model Management
- Experiment Tracking
- Model Registry
- Model Versioning
- Metadata
- Open-Source
- Company
tags_raw:
- MLOps
- Machine Learning
- Model Management
- Experiment Tracking
- Model Registry
- Model Versioning
- Metadata
- Open Source
- Company
apis:
- aid: verta:verta-authzservice-api
  name: Verta AuthzService API
  description: The AuthzService API from Verta — 4 operation(s) for authzservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - AuthzService
  properties:
  - type: OpenAPI
    url: openapi/verta-authzservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-datasetservice-api
  name: Verta DatasetService API
  description: The DatasetService API from Verta — 17 operation(s) for datasetservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - DatasetService
  properties:
  - type: OpenAPI
    url: openapi/verta-datasetservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-experimentrunservice-api
  name: Verta ExperimentRunService API
  description: The ExperimentRunService API from Verta — 60 operation(s) for experimentrunservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - ExperimentRunService
  properties:
  - type: OpenAPI
    url: openapi/verta-experimentrunservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-experimentservice-api
  name: Verta ExperimentService API
  description: The ExperimentService API from Verta — 25 operation(s) for experimentservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - ExperimentService
  properties:
  - type: OpenAPI
    url: openapi/verta-experimentservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-monitoredentityservice-api
  name: Verta MonitoredEntityService API
  description: The MonitoredEntityService API from Verta — 4 operation(s) for monitoredentityservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - MonitoredEntityService
  properties:
  - type: OpenAPI
    url: openapi/verta-monitoredentityservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-projectservice-api
  name: Verta ProjectService API
  description: The ProjectService API from Verta — 32 operation(s) for projectservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - ProjectService
  properties:
  - type: OpenAPI
    url: openapi/verta-projectservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-registryservice-api
  name: Verta RegistryService API
  description: The RegistryService API from Verta — 31 operation(s) for registryservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - RegistryService
  properties:
  - type: OpenAPI
    url: openapi/verta-registryservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-scimconfigurationservice-api
  name: Verta SCIMConfigurationService API
  description: The SCIMConfigurationService API from Verta — 1 operation(s) for scimconfigurationservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - SCIMConfigurationService
  properties:
  - type: OpenAPI
    url: openapi/verta-scimconfigurationservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-stageservice-api
  name: Verta StageService API
  description: The StageService API from Verta — 9 operation(s) for stageservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - StageService
  properties:
  - type: OpenAPI
    url: openapi/verta-stageservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-uacservice-api
  name: Verta UACService API
  description: The UACService API from Verta — 13 operation(s) for uacservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - UACService
  properties:
  - type: OpenAPI
    url: openapi/verta-uacservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
- aid: verta:verta-versioningservice-api
  name: Verta VersioningService API
  description: The VersioningService API from Verta — 40 operation(s) for versioningservice.
  humanURL: https://docs.verta.ai/
  baseURL: https://docs.verta.ai/
  tags:
  - VersioningService
  properties:
  - type: OpenAPI
    url: openapi/verta-versioningservice-api-openapi.yml
  - type: Protobuf
    url: grpc/verta-APISync.proto
  - type: Protobuf
    url: grpc/verta-Authorization.proto
  - type: Protobuf
    url: grpc/verta-DatasetService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentRunService.proto
  - type: Protobuf
    url: grpc/verta-ExperimentService.proto
  - type: Protobuf
    url: grpc/verta-MonitoredEntity.proto
  - type: Protobuf
    url: grpc/verta-ProjectService.proto
  - type: Protobuf
    url: grpc/verta-RegistryService.proto
  - type: Protobuf
    url: grpc/verta-SCIMConfiguration.proto
  - type: Protobuf
    url: grpc/verta-StageService.proto
  - type: Protobuf
    url: grpc/verta-UACService.proto
  - type: Protobuf
    url: grpc/verta-VersioningService.proto
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: IssueTracker
  url: https://github.com/VertaAI/modeldb/issues
- type: Releases
  url: https://github.com/VertaAI/modeldb/releases
- type: Overlay
  url: overlays/verta-apisync-overlay.yaml
- type: License
  name: Apache-2.0
  url: https://github.com/VertaAI/modeldb/blob/main/LICENSE
- type: AgenticAccess
  url: agentic-access/verta-agentic-access.yml
- type: Authentication
  url: authentication/verta-authentication.yml
- type: Conventions
  url: conventions/verta-conventions.yml
- type: ErrorCatalog
  url: errors/verta-problem-types.yml
- type: DataModel
  url: data-model/verta-data-model.yml
- type: Conformance
  url: conformance/verta-conformance.yml
- type: Lifecycle
  url: lifecycle/verta-lifecycle.yml
- type: ChangeLog
  url: changelog/verta-changelog.yml
- type: Packages
  url: packages/verta-packages.yml
- type: SDKs
  url: packages/verta-packages.yml
- type: X-MCPServerCandidate
  url: mcp/verta-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: LLMsTxt
  url: llms/verta-llms.txt
- type: AgentSkill
  url: skills/_index.yml
- type: Documentation
  url: https://docs.verta.ai/
- type: GitHubOrganization
  url: https://github.com/VertaAI
- type: SourceCode
  url: https://github.com/VertaAI/modeldb
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 14
  pass: local-v1

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