Monte Carlo

aid: montecarlodata
name: Monte Carlo
description: 'Monte Carlo is a data and AI observability platform that helps enterprise organizations find and fix bad data
  fast. The platform exposes a GraphQL API that powers all the same capabilities as the Monte Carlo web application, enabling
  programmatic management of data monitors, incidents, field health, and lineage across data warehouses, lakes, ETL, and BI.
  Developers can automate custom monitoring configurations, augment lineage with external resources, manage bulk operations,
  and push metadata from sources unreachable via standard collection through the Push Ingest API. Additional developer tools
  include a Python SDK (Pycarlo), a CLI for onboarding and integration operations, webhooks for routing incident data to custom
  platforms, and an Airflow provider for pipeline quality gates.

  '
type: Index
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
url: https://raw.githubusercontent.com/api-evangelist/montecarlodata/refs/heads/main/apis.yml
created: '2026-06-13'
modified: '2026-06-13'
specificationVersion: '0.19'
tags:
- Data Observability
- Data Quality
- Data Monitoring
- Data Lineage
- GraphQL
- AI Observability
- Data Reliability
apis:
- name: Monte Carlo GraphQL API
  description: 'GraphQL API powering the full Monte Carlo platform, enabling programmatic access to data monitors, incidents,
    field health, lineage, table and warehouse asset management, and the Push Ingest API for custom metadata ingestion from
    sources unreachable via standard pull-based collection.

    '
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.getmontecarlo.com/docs/api
  baseURL: https://api.getmontecarlo.com/graphql
  tags:
  - Data Observability
  - GraphQL
  - Data Monitoring
  - Data Lineage
  properties:
  - type: Documentation
    url: https://docs.getmontecarlo.com/docs/api
  - type: APIReference
    url: https://apidocs.getmontecarlo.com
  - type: OpenAPI
    url: https://apidocs.getmontecarlo.com
  - url: graphql/montecarlodata-graphql.md
    type: GraphQL
common:
- type: Website
  url: https://montecarlo.ai
- type: Documentation
  url: https://docs.getmontecarlo.com/docs/developer-resources
- type: GitHubOrg
  url: https://github.com/monte-carlo-data
- type: LinkedIn
  url: https://www.linkedin.com/company/monte-carlo-data
- type: Blog
  url: https://montecarlo.ai/blog
- type: Pricing
  url: https://info.montecarlodata.com/solutions/data-observability-platform-pricing
- type: StatusPage
  url: https://status.getmontecarlo.com
- type: X
  url: https://x.com/montecarlodata
- type: Plans
  url: plans/montecarlodata-plans-pricing.yml
- type: RateLimits
  url: rate-limits/montecarlodata-rate-limits.yml
- type: FinOps
  url: finops/montecarlodata-finops.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com