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-productions.s3.amazonaws.com/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-productions.s3.amazonaws.com/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