Flyte

Flyte is a Kubernetes-native, open-source workflow orchestration platform for machine learning, data, and analytics pipelines. It provides reproducibility, type safety, strong versioning of tasks and workflows, and a multi-tenant control plane with native first-class scheduling on Kubernetes. Flyte is a Cloud Native Computing Foundation (CNCF) incubating project. Beyond the Python and Go SDKs, Flyte exposes a JSON-over-HTTP REST control-plane API (the Flyte Admin API) generated from the flyteidl protocol buffer definitions via gRPC-Gateway, which is used to register and manage projects, tasks, workflows, and launch plans, to create and inspect executions, to receive lifecycle events, and to read and write matchable attribute overrides.

Flyte publishes 12 APIs on the APIs.io network, including DataProxy API, Events API, Executions API, and 9 more. Tagged areas include CNCF, Data Orchestration, Kubernetes, Machine-Learning, and Workflow-Automation.

Flyte’s developer surface includes documentation, engineering blog, and 12 more developer resources.

🌐 Visit website 📡 Source on GitHub

25.8/100 emerging ▬ flat Agent 21/100 agent aware Full breakdown ↓
scored 2026-08-20 · rubric v0.12.0

AccessFreemium

12 APIs

CNCFData OrchestrationKubernetesMachine-LearningWorkflow-Automation

Kin Score

Kin Score How this is scored →
scored 2026-08-20 · rubric v0.12.0

Composite quality — 25.8/100 · emerging

Contract Quality 10.3 / 25

Developer Ergonomics 2.4 / 20

Access Clarity 3.2 / 20

Operational Transparency 3.4 / 13

Contract Governance 0.0 / 12

Discoverability 6.5 / 10

Agent readiness — 21/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/flyte: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 12

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

Open Collections 14

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

Rate Limits 1

Documented rate limits and quota policies.

Flyte Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

AGENTIC

Resources

Documentation 2

Reference material describing how the API behaves

ContributionGuide

ContributionGuide

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 2

SDKs, sample code, and the tooling you integrate with

GitHubRepository

GitHubRepository

GitHubOrganization

GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 4

Status, limits, changes, and where to get help

IssueTracker

Releases

Community

Slack

Commercial 1

Pricing, plans, and the legal terms of use

License

License

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Source (apis.yml)

aid: flyte
name: Flyte
description: Flyte is a Kubernetes-native, open-source workflow orchestration platform for machine learning, data, and analytics
  pipelines. It provides reproducibility, type safety, strong versioning of tasks and workflows, and a multi-tenant control
  plane with native first-class scheduling on Kubernetes. Flyte is a Cloud Native Computing Foundation (CNCF) incubating project.
  Beyond the Python and Go SDKs, Flyte exposes a JSON-over-HTTP REST control-plane API (the Flyte Admin API) generated from
  the flyteidl protocol buffer definitions via gRPC-Gateway, which is used to register and manage projects, tasks, workflows,
  and launch plans, to create and inspect executions, to receive lifecycle events, and to read and write matchable attribute
  overrides.
type: Index
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: medium
  source:
  - plans
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/flyte.png
url: https://raw.githubusercontent.com/api-evangelist/flyte/refs/heads/main/apis.yml
created: '2026-03-27'
modified: '2026-05-19'
specificationVersion: '0.23'
tags:
- CNCF
- Data Orchestration
- Kubernetes
- Machine-Learning
- Workflow-Automation
tags_raw:
- CNCF
- Data Orchestration
- Kubernetes
- Machine Learning
- Workflow Automation
apis:
- aid: flyte:flyte-dataproxy-api
  name: Flyte DataProxy API
  description: Signed URL retrieval for execution data inputs and outputs.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - DataProxy
  properties:
  - type: OpenAPI
    url: openapi/flyte-dataproxy-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-events-api
  name: Flyte Events API
  description: Workflow, node, and task execution events.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - Event
  tags_raw:
  - Events
  properties:
  - type: OpenAPI
    url: openapi/flyte-events-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-executions-api
  name: Flyte Executions API
  description: Workflow execution creation, listing, retrieval, and termination.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - Execution
  tags_raw:
  - Executions
  properties:
  - type: OpenAPI
    url: openapi/flyte-executions-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-launchplans-api
  name: Flyte LaunchPlans API
  description: Launch plan registration, listing, retrieval, and activation.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - Launch Plans
  tags_raw:
  - LaunchPlans
  properties:
  - type: OpenAPI
    url: openapi/flyte-launchplans-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-matchableattributes-api
  name: Flyte MatchableAttributes API
  description: Matchable attribute configuration at project, domain, and workflow levels.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - MatchableAttributes
  properties:
  - type: OpenAPI
    url: openapi/flyte-matchableattributes-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-namedentities-api
  name: Flyte NamedEntities API
  description: Named entity metadata for tasks, workflows, and launch plans.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - NamedEntities
  properties:
  - type: OpenAPI
    url: openapi/flyte-namedentities-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-nodeexecutions-api
  name: Flyte NodeExecutions API
  description: Node execution listing and retrieval.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - Node Executions
  tags_raw:
  - NodeExecutions
  properties:
  - type: OpenAPI
    url: openapi/flyte-nodeexecutions-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-projects-api
  name: Flyte Projects API
  description: Project registration and listing.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - Project
  tags_raw:
  - Projects
  properties:
  - type: OpenAPI
    url: openapi/flyte-projects-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-taskexecutions-api
  name: Flyte TaskExecutions API
  description: Task execution listing and retrieval.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - Task Executions
  tags_raw:
  - TaskExecutions
  properties:
  - type: OpenAPI
    url: openapi/flyte-taskexecutions-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-tasks-api
  name: Flyte Tasks API
  description: Task entity registration, listing, and retrieval.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - Task
  tags_raw:
  - Tasks
  properties:
  - type: OpenAPI
    url: openapi/flyte-tasks-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-version-api
  name: Flyte Version API
  description: Admin server version information.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - Version
  properties:
  - type: OpenAPI
    url: openapi/flyte-version-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
- aid: flyte:flyte-workflows-api
  name: Flyte Workflows API
  description: Workflow entity registration, listing, and retrieval.
  humanURL: https://docs.flyte.org
  baseURL: http://localhost:30080
  tags:
  - Workflows
  properties:
  - type: OpenAPI
    url: openapi/flyte-workflows-api-openapi.yml
  - type: Documentation
    url: https://docs.flyte.org
  - type: GitHubRepository
    url: https://github.com/flyteorg/flyte
  - type: SourceSwagger
    url: https://raw.githubusercontent.com/flyteorg/flyteidl/master/gen/pb-go/flyteidl/service/admin.swagger.json
common:
- type: IssueTracker
  url: https://github.com/flyteorg/flyte/issues
- type: Releases
  url: https://github.com/flyteorg/flyte/releases
- type: ContributionGuide
  url: https://github.com/flyteorg/flyte/blob/main/CONTRIBUTING.md
- type: License
  name: Apache-2.0
  url: https://github.com/flyteorg/flyte/blob/main/LICENSE
- type: AgenticAccess
  url: agentic-access/flyte-agentic-access.yml
- type: DomainSecurity
  url: security/flyte-domain-security.yml
- type: LinkedIn
  url: https://www.linkedin.com/showcase/flyte-oss
- type: Website
  url: https://flyte.org
- type: Documentation
  url: https://docs.flyte.org
- type: GitHubRepository
  url: https://github.com/flyteorg/flyte
- type: GitHubOrganization
  url: https://github.com/flyteorg
- type: Blog
  url: https://flyte.org/blog
- type: Community
  url: https://flyte.org/community
- type: Slack
  url: https://slack.flyte.org
- type: Integrations
  url: https://flyte.org/integrations
integrations:
- name: Vaex
- name: Polars
- name: Modin
- name: HuggingFace
- name: Pandera
- name: Great Expectations
- name: SQLAlchemy
- name: Snowflake
- name: DuckDB
- name: Hive
- name: DoltHub
- name: BigQuery
- name: Apache Spark
- name: DBT
- name: Databricks
- name: AWS Athena
- name: Feast
- name: PyTorch Elastic v1
- name: AWS Sagemaker
- name: Ray
- name: Kubeflow TensorFlow
- name: Kubeflow MPI
- name: Kubeflow PyTorch
- name: Horovod
- name: Dask
- name: ONNX TensorFlow
- name: ONNX PyTorch
- name: ONNX Scikit Learn
- name: Weights & Biases v1
- name: Whylogs
- name: MLFlow
- name: Kubernetes Pods
- name: Papermill
- name: AWS Batch
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com