MOSTLY AI

MOSTLY AI provides a synthetic data platform for high-fidelity, privacy-safe tabular data. It ships an open-source Python SDK (mostlyai, Apache 2.0) that runs in LOCAL mode for on-prem training or CLIENT mode against the hosted MOSTLY AI Platform, plus a REST API used by both the SDK and the web app. The SDK is powered by the TabularARGN model architecture and supports differential privacy.

2 APIs 0 Features

Synthetic DataPrivacyTabularDifferential PrivacyPython SDKRESTApache 2.0

MOSTLY AI publishes 2 APIs on the APIs.io network. Tagged areas include Synthetic Data, Privacy, Tabular, Differential Privacy, and Python SDK.

MOSTLY AI’s developer surface includes documentation, GitHub presence, and 6 more developer resources.

Sources

aid: mostly-ai
url: https://raw.githubusercontent.com/api-evangelist/mostly-ai/refs/heads/main/apis.yml
name: MOSTLY AI
kind: company
description: >-
  MOSTLY AI provides a synthetic data platform for high-fidelity, privacy-safe
  tabular data. It ships an open-source Python SDK (mostlyai, Apache 2.0) that
  runs in LOCAL mode for on-prem training or CLIENT mode against the hosted
  MOSTLY AI Platform, plus a REST API used by both the SDK and the web app.
  The SDK is powered by the TabularARGN model architecture and supports
  differential privacy.
image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
tags:
  - Synthetic Data
  - Privacy
  - Tabular
  - Differential Privacy
  - Python SDK
  - REST
  - Apache 2.0
created: '2026-05-23'
modified: '2026-05-23'
specificationVersion: '0.19'
apis:
  - aid: mostly-ai:rest-api
    name: MOSTLY AI REST API
    description: >-
      REST API for the hosted MOSTLY AI Platform. Lets you manage connectors,
      generators, synthetic datasets, and runs. API keys are issued from the
      user profile menu in the web application.
    image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
    humanURL: https://api-docs.mostly.ai/
    baseURL: https://app.mostly.ai
    tags:
      - REST
      - Synthetic Data
      - Generators
      - Connectors
    properties:
      - type: Documentation
        url: https://api-docs.mostly.ai/
      - type: ProductDocs
        url: https://mostly.ai/docs
  - aid: mostly-ai:python-sdk
    name: MOSTLY AI Synthetic Data SDK
    description: >-
      Open-source Python SDK (mostlyai, Apache 2.0) for training generators and
      producing synthetic data. Runs in LOCAL mode on user compute or CLIENT
      mode against the MOSTLY AI Platform. Powered by the TabularARGN model.
    image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
    humanURL: https://mostly-ai.github.io/mostlyai/
    baseURL: https://github.com/mostly-ai/mostlyai
    tags:
      - SDK
      - Python
      - Open Source
      - Apache 2.0
    properties:
      - type: Documentation
        url: https://docs.mostly.ai/python-sdk
      - type: APIReference
        url: https://mostly-ai.github.io/mostlyai/api_client/
      - type: SourceCode
        url: https://github.com/mostly-ai/mostlyai
      - type: PyPI
        url: https://pypi.org/project/mostlyai/
      - type: License
        url: 'Apache 2.0'
common:
  - type: Website
    url: https://mostly.ai/
  - type: Documentation
    url: https://mostly.ai/docs
  - type: APIDocs
    url: https://api-docs.mostly.ai/
  - type: GitHub
    url: https://github.com/mostly-ai
  - type: LinkedIn
    url: https://www.linkedin.com/company/mostly-ai
  - type: Plans
    url: plans/mostly-ai-plans-pricing.yml
  - type: RateLimits
    url: rate-limits/mostly-ai-rate-limits.yml
  - type: FinOps
    url: finops/mostly-ai-finops.yml
maintainers:
  - FN: Kin Lane
    email: [email protected]

MOSTLY AI

APIs

MOSTLY AI REST API

MOSTLY AI Synthetic Data SDK

Resources

Sources