Lightup

Lightup Data, Inc. is an enterprise data quality and data observability platform that lets data teams detect, diagnose, and resolve data issues across cloud and hybrid data stacks. The platform runs pushdown data quality checks (DQIs) directly against customer datasources — Snowflake, Databricks, Redshift, BigQuery, Postgres, Athena, Oracle, Teradata, SAP HANA, Dremio, Incorta, ksqlDB and S3/Azure blob storage — so no customer source data is copied into the Lightup environment. Capabilities include zero-config auto metrics, sliced metrics, AI-based anomaly detection, data profiling, data reconciliation, data lineage, incident management, and an agentic interface (Lightup Agentic) that exposes the platform to MCP-compatible AI agents. Lightup exposes a REST API for workspaces, datasources, metrics, monitors, incidents, integrations, dashboards and users, a Python CLI (lightctl), an Airflow provider, and an official MCP server. Founded by Manu Bansal; backed by a16z; SOC 2 Type 2 and ISAE 3000 compliant.

Lightup publishes 1 API on the APIs.io network: Dashboard API. Tagged areas include Data Quality, Data Observability, Data Monitoring, Anomaly Detection, and Data Engineering.

Lightup’s developer surface includes documentation, API reference, getting-started guide, support, engineering blog, pricing, signup flow, and 24 more developer resources.

52.3/100 developing Agent 58/100 agent ready Full breakdown ↓
scored 2026-07-20 · rubric v0.4
1 APIs 1 MCP Servers 0 Features
Data QualityData ObservabilityData MonitoringAnomaly DetectionData EngineeringAnalyticsIncident ManagementArtificial IntelligenceData GovernanceCompany

API Rating

API Evangelist API Evangelist Rating How this is scored →
scored 2026-07-20 · rubric v0.4
Composite quality — 52.3/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
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/lightup: 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

Lightup Dashboard API

The Lightup REST API provides CRUD access to the platform's core objects: workspaces, datasources, metrics, monitors, incidents (and incident comments), integrations, data catal...

MCP Servers

lightup-mcp.yml

MCP SERVER

Resources

Get Started 4

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 6

Authentication, authorization, and security posture

Operate 2

Status, limits, changes, and where to get help

Commercial 3

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: lightup
name: Lightup
description: Lightup Data, Inc. is an enterprise data quality and data observability platform that lets data teams detect,
  diagnose, and resolve data issues across cloud and hybrid data stacks. The platform runs pushdown data quality checks (DQIs)
  directly against customer datasources — Snowflake, Databricks, Redshift, BigQuery, Postgres, Athena, Oracle, Teradata, SAP
  HANA, Dremio, Incorta, ksqlDB and S3/Azure blob storage — so no customer source data is copied into the Lightup environment.
  Capabilities include zero-config auto metrics, sliced metrics, AI-based anomaly detection, data profiling, data reconciliation,
  data lineage, incident management, and an agentic interface (Lightup Agentic) that exposes the platform to MCP-compatible
  AI agents. Lightup exposes a REST API for workspaces, datasources, metrics, monitors, incidents, integrations, dashboards
  and users, a Python CLI (lightctl), an Airflow provider, and an official MCP server. Founded by Manu Bansal; backed by a16z;
  SOC 2 Type 2 and ISAE 3000 compliant.
url: https://raw.githubusercontent.com/api-evangelist/lightup/refs/heads/main/apis.yml
image: https://www.lightup.ai/images/Lightup-Data-Quality-and-Data-Observability-platform-UI-2048x1068.webp
x-type: company
x-source: vc-portfolio
x-backed-by:
- a16z
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Data Quality
- Data Observability
- Data Monitoring
- Anomaly Detection
- Data Engineering
- Analytics
- Incident Management
- Artificial Intelligence
- Data Governance
- Company
apis:
- aid: lightup:dashboard
  name: Lightup Dashboard API
  description: 'The Lightup REST API provides CRUD access to the platform''s core objects: workspaces, datasources, metrics,
    monitors, incidents (and incident comments), integrations, data catalogs, dashboard charts, metric datapoints, and users.
    Requests are authenticated with a JWT access token obtained by exchanging the refresh token from a downloaded Lightup
    API credential file. Most resources are scoped to a workspace and versioned through an api_version path segment.'
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Data Quality
  - Data Observability
  - Metrics
  - Monitors
  - Incidents
  properties:
  - type: OpenAPI
    url: openapi/lightup-dashboard-openapi.json
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
  - type: Overlay
    url: overlays/lightup-dashboard-overlay.yaml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://www.lightup.ai/
- type: DeveloperPortal
  url: https://docs.lightup.ai/
- type: Documentation
  url: https://docs.lightup.ai/docs
- type: APIReference
  url: https://docs.lightup.ai/reference
- type: GettingStarted
  url: https://docs.lightup.ai/docs/quick-start
- type: Support
  url: https://www.lightup.ai/contact
- type: Blog
  url: https://www.lightup.ai/blog/
- type: GitHubOrganization
  url: https://github.com/lightup-data
- type: Pricing
  url: https://www.lightup.ai/pricing
- type: SignUp
  url: https://my.lightup.ai
- type: TermsOfService
  url: https://www.lightup.ai/terms-of-service
- type: PrivacyPolicy
  url: https://www.lightup.ai/privacy-policy
- type: Security
  url: https://www.lightup.ai/disclosure
- type: Compliance
  url: https://docs.lightup.ai/docs/key-security-features
- type: TrustCenter
  url: security/lightup-trust-center.yml
- type: ChangeLog
  url: changelog/lightup-changelog.yml
- type: Authentication
  url: authentication/lightup-authentication.yml
- type: Conventions
  url: conventions/lightup-conventions.yml
- type: Lifecycle
  url: lifecycle/lightup-lifecycle.yml
- type: Conformance
  url: conformance/lightup-conformance.yml
- type: DataModel
  url: data-model/lightup-data-model.yml
- type: Packages
  url: packages/lightup-packages.yml
- type: SDKs
  url: packages/lightup-packages.yml
- type: CLI
  url: cli/lightup-cli.yml
- type: MCPServer
  url: mcp/lightup-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/lightup-llms.txt
- type: Sandbox
  url: sandbox/lightup-sandbox.yml
- type: VulnerabilityDisclosure
  url: security/lightup-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/lightup-domain-security.yml
- type: AgenticAccess
  url: agentic-access/lightup-agentic-access.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence