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-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
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: [email protected]