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 12 API contracts indexed on the APIs.io network, including API Credentials API, Catalogs API, Dashboard chart API, and 9 more. 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 27 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

57.5/100 strong ▬ flat Agent 25/100 agent aware Front door AI 5/6 prominent saas Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 published contract 1 MCP Servers 4 Agent Skills

Data Quality Data Observability Data Monitoring Anomaly Detection Data Engineering Analytics Incident Management Artificial Intelligence Data Governance Company

What this lets a business do 2

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Information & Data Management

BC-610

Data SourcesIncidentsMetricsMonitors

POST /api/{api_version}/ws/{workspace_id}/sources/ POST /api/{api_version}/ws/{workspace_id}/sources/{pk}/trigger

Cybersecurity Management

BC-620

Users

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 57.5/100 · strong

Contract Quality 8.2 / 21

Developer Ergonomics 13.7 / 17

Access Clarity 13.9 / 17

Operational Transparency 3.5 / 11

Contract Governance 1.9 / 10

Discoverability 5.5 / 9

Regulatory Posture 4.9 / 15

Agent readiness — 25/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 7 / 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

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 0 / 5

Distinct Operations 3 / 3

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

Show this score on your site.

It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/lightup/"><img src="https://apis.io/badge/lightup/card.svg" alt="Lightup on APIs.io — Kin Score by API Evangelist"></a>

Other styles, a README pill and a shields.io endpoint are on the badge page.

Raise your score.

Agent readiness — checks not met, largest first (exact, from this profile):

Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

8 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 38.8 — up to +15.3 composite points
Contract Governance scores 18.2 — up to +9.8 composite points
Operational Transparency scores 31.6 — up to +8.9 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/lightup/apis.yml: open an issue on github.com/api-evangelist/lightup to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Data Integration (ELT connectors and data governance)	standard	26.8 (thin)	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

APIs 12

Individual APIs this provider publishes, each with its own machine-readable definition.

Lightup API Credentials API

The API Credentials API from Lightup — 1 operation(s) for api credentials.

Lightup Catalogs API

The Catalogs API from Lightup — 2 operation(s) for catalogs.

Lightup Dashboard chart API

The Dashboard chart API from Lightup — 1 operation(s) for dashboard chart.

Lightup Datapoints API

The Datapoints API from Lightup — 1 operation(s) for datapoints.

Lightup Health check API

The Health check API from Lightup — 1 operation(s) for health check.

Lightup Incidents API

The Incidents API from Lightup — 4 operation(s) for incidents.

Lightup Integrations API

The Integrations API from Lightup — 2 operation(s) for integrations.

Lightup Metrics API

The Metrics API from Lightup — 2 operation(s) for metrics.

Lightup Monitors API

The Monitors API from Lightup — 3 operation(s) for monitors.

Lightup Users API

The Users API from Lightup — 4 operation(s) for users.

Lightup Workspaces API

The Workspaces API from Lightup — 2 operation(s) for workspaces.

Lightup Data Sources API

The Data Sources API from Lightup — 3 operation(s) for data sources.

Scroll for all 12

Open Collections 12

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Lightup Dashboard API Credentials API

OPEN COLLECTION

Lightup Dashboard API Credentials Catalogs API

OPEN COLLECTION

Lightup Dashboard API Credentials Dashboard chart API

OPEN COLLECTION

Lightup Dashboard API Credentials Datapoints API

OPEN COLLECTION

Lightup Dashboard API Credentials Datasources API

OPEN COLLECTION

Lightup Dashboard API Credentials Health check API

OPEN COLLECTION

Lightup Dashboard API Credentials Incidents API

OPEN COLLECTION

Lightup Dashboard API Credentials Integrations API

OPEN COLLECTION

Lightup Dashboard API Credentials Metrics API

OPEN COLLECTION

Lightup Dashboard API Credentials Monitors API

OPEN COLLECTION

Lightup Dashboard API Credentials Users API

OPEN COLLECTION

Lightup Dashboard API Credentials Workspaces API

OPEN COLLECTION

Scroll for all 12

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Lightup MCP Server

Remote MCP server at raw.githubusercontent.com over SSE; 7 tools listed.

MCP SERVER

Agent Skills 4

Packaged agent skills for driving this provider's APIs from an AI assistant.

Authenticate to Lightup and explore data quality state

AGENT SKILL

Create a Lightup metric and attach a monitor

AGENT SKILL

Manage Lightup workspace access and alert routing

AGENT SKILL

Triage a Lightup data quality incident

AGENT SKILL

Pricing Plans 1

Published pricing tiers and plan structures.

Lightup Plans Pricing

2 plans

PLANS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Lightup Finops

FINOPS

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Lightup Dashboard Overlay

6 actions · security · lightup-dashboard-openapi.json

DERIVED

Security Posture 4

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Lightup Authentication

http · 1 scheme

SECURITY

Lightup Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Lightup Vulnerability Disclosure

Hackerone · contact published

SECURITY

Lightup Trust Center

SOC 2 Type 2, ISAE 3000

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Lightup Agentic Access

54 operations · 30 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

GettingStarted

SignUp

Sandbox

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

MCPServer

AgentSkill

LLMsTxt

AgenticAccess

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Conventions

Lifecycle

Conformance

DataModel

Build 4

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

Packages

SDKs

CLI

Access & Security 6

Authentication, authorization, and security posture

Security

Compliance

TrustCenter

Authentication

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

Support

Support

ChangeLog

ChangeLog

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 2

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Overlay

Overlay

Source (apis.yml)

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
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  - sandbox
  generated: '2026-09-03'
  method: derived
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: '0.23'
created: '2026-07-17'
modified: '2026-07-19'
x-docs-platform: readme
x-docs-platform-confidence: high
x-docs-platform-checked: 2026-10-03
tags:
- Data Quality
- Data Observability
- Data Monitoring
- Anomaly Detection
- Data Engineering
- Analytics
- Incident Management
- Artificial Intelligence
- Data Governance
- Company
apis:
- aid: lightup:lightup-api-credentials-api
  name: Lightup API Credentials API
  description: The API Credentials API from Lightup — 1 operation(s) for api credentials.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - API Credentials
  properties:
  - type: OpenAPI
    url: openapi/lightup-api-credentials-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-catalogs-api
  name: Lightup Catalogs API
  description: The Catalogs API from Lightup — 2 operation(s) for catalogs.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Catalog
  tags_raw:
  - Catalogs
  properties:
  - type: OpenAPI
    url: openapi/lightup-catalogs-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-dashboard-chart-api
  name: Lightup Dashboard chart API
  description: The Dashboard chart API from Lightup — 1 operation(s) for dashboard chart.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Dashboard chart
  properties:
  - type: OpenAPI
    url: openapi/lightup-dashboard-chart-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-datapoints-api
  name: Lightup Datapoints API
  description: The Datapoints API from Lightup — 1 operation(s) for datapoints.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Datapoints
  properties:
  - type: OpenAPI
    url: openapi/lightup-datapoints-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-health-check-api
  name: Lightup Health check API
  description: The Health check API from Lightup — 1 operation(s) for health check.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Health Check
  tags_raw:
  - Health check
  properties:
  - type: OpenAPI
    url: openapi/lightup-health-check-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-incidents-api
  name: Lightup Incidents API
  description: The Incidents API from Lightup — 4 operation(s) for incidents.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Incidents
  properties:
  - type: OpenAPI
    url: openapi/lightup-incidents-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-integrations-api
  name: Lightup Integrations API
  description: The Integrations API from Lightup — 2 operation(s) for integrations.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Integration
  tags_raw:
  - Integrations
  properties:
  - type: OpenAPI
    url: openapi/lightup-integrations-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-metrics-api
  name: Lightup Metrics API
  description: The Metrics API from Lightup — 2 operation(s) for metrics.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Metrics
  properties:
  - type: OpenAPI
    url: openapi/lightup-metrics-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-monitors-api
  name: Lightup Monitors API
  description: The Monitors API from Lightup — 3 operation(s) for monitors.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Monitors
  properties:
  - type: OpenAPI
    url: openapi/lightup-monitors-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-users-api
  name: Lightup Users API
  description: The Users API from Lightup — 4 operation(s) for users.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - User
  tags_raw:
  - Users
  properties:
  - type: OpenAPI
    url: openapi/lightup-users-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-workspaces-api
  name: Lightup Workspaces API
  description: The Workspaces API from Lightup — 2 operation(s) for workspaces.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Workspace
  tags_raw:
  - Workspaces
  properties:
  - type: OpenAPI
    url: openapi/lightup-workspaces-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
- aid: lightup:lightup-data-sources-api
  name: Lightup Data Sources API
  description: The Data Sources API from Lightup — 3 operation(s) for data sources.
  humanURL: https://docs.lightup.ai/reference
  baseURL: https://app.demo.lightup.ai
  tags:
  - Data Sources
  properties:
  - type: OpenAPI
    url: openapi/lightup-data-sources-api-openapi.yml
  - type: Documentation
    url: https://docs.lightup.ai/docs
  - type: APIReference
    url: https://docs.lightup.ai/reference
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/lightup-plans-pricing.yml
- type: CapabilityMap
  url: capabilities/lightup-capability-edges.yml
  name: Lightup Business Capability Map
- type: Overlay
  url: overlays/lightup-dashboard-overlay.yaml
- 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

Lightup API — frequently asked questions

Does Lightup have an API?

Yes. APIs.io lists 12 APIs from Lightup, including Lightup API Credentials API, Lightup Catalogs API and Lightup Dashboard chart API, and 9 more.

Is there an OpenAPI specification for the Lightup API?

Yes. APIs.io indexes 12 OpenAPI specifications for Lightup, each linked for download from this page.

How do I authenticate with the Lightup API?

Lightup uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Lightup Authentication.

How much does the Lightup API cost?

APIs.io lists 2 pricing plans for Lightup, with each plan's price, limits and inclusions under Pricing Plans on this page.

Does Lightup have an MCP server?

Yes. APIs.io lists 1 MCP server for Lightup: Remote MCP server at raw.githubusercontent.com over SSE; 7 tools listed.

Is the Lightup API ready for AI agents?

Lightup has a Kin Score of 57.5 out of 100 (strong) and an Agent Readiness score of 24.9 (agent-aware), scored by API Evangelist on 2026-10-31.

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