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Lightdash

Lightdash is an open-source business intelligence platform built on top of dbt that connects directly to the semantic layer defined in dbt projects. It provides a REST API covering core data operations including catalog management, chart and dashboard CRUD, SQL runner queries, scheduling and automated deliveries, user and access control, AI agent threads, and integrations with GitHub, GitLab, Slack, and Google Sheets. Authentication uses Personal Access Tokens passed via the Authorization header. Lightdash is available as a managed cloud service or self-hosted, with pricing based on cloud-hosted plans or free open-source self-hosting.

agent ready

Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.

Kin Score

API Evangelist profiles Lightdash the way a machine reads it — 73 machine-readable artifacts across 50 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Lightdash scores 55.9/100 (developing), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.9/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3

How we profile Lightdash

Each block below is one kind of artifact we hold for Lightdash. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 50

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

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

Lightdash AiAgents API

The AiAgents API from Lightdash — 13 operation(s) for aiagents.

Lightdash Bulk action API

The Bulk action API from Lightdash — 1 operation(s) for bulk action.

Lightdash Catalog API

The Catalog API from Lightdash — 23 operation(s) for catalog.

Lightdash Changesets API

The Changesets API from Lightdash — 4 operation(s) for changesets.

Lightdash Charts API

The Charts API from Lightdash — 15 operation(s) for charts.

Lightdash Comments API

The Comments API from Lightdash — 3 operation(s) for comments.

Lightdash Content API

The Content API from Lightdash — 9 operation(s) for content.

Lightdash Custom Roles API

The Custom Roles API from Lightdash — 5 operation(s) for custom roles.

Lightdash Dashboards API

The Dashboards API from Lightdash — 11 operation(s) for dashboards.

Lightdash Explorer API

The Explorer API from Lightdash — 2 operation(s) for explorer.

Lightdash Exploring API

The Exploring API from Lightdash — 3 operation(s) for exploring.

Lightdash Exports API

The Exports API from Lightdash — 1 operation(s) for exports.

Lightdash Feature Flag API

The Feature Flag API from Lightdash — 1 operation(s) for feature flag.

Lightdash Files API

The Files API from Lightdash — 1 operation(s) for files.

Lightdash Funnel API

The Funnel API from Lightdash — 2 operation(s) for funnel.

Lightdash Git Files API

The Git Files API from Lightdash — 3 operation(s) for git files.

Lightdash Git Integration API

The Git Integration API from Lightdash — 5 operation(s) for git integration.

Lightdash Github API

The Github API from Lightdash — 8 operation(s) for github.

Lightdash Gitlab API

The Gitlab API from Lightdash — 4 operation(s) for gitlab.

Lightdash Impersonation API

The Impersonation API from Lightdash — 2 operation(s) for impersonation.

Lightdash Integrations API

The Integrations API from Lightdash — 10 operation(s) for integrations.

Lightdash Map API

The Map API from Lightdash — 1 operation(s) for map.

Lightdash Metrics API

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

Lightdash Metrics Explorer API

The Metrics Explorer API from Lightdash — 2 operation(s) for metrics explorer.

Lightdash Move content API

The Move content API from Lightdash — 2 operation(s) for move content.

Lightdash My Account API

These routes allow users to manage their own user account.

Lightdash Notifications API

The Notifications API from Lightdash — 2 operation(s) for notifications.

Lightdash Org API

The Org API from Lightdash — 5 operation(s) for org.

Lightdash Organization Roles API

The Organization Roles API from Lightdash — 5 operation(s) for organization roles.

Lightdash Organization Warehouse Credentials API

The Organization Warehouse Credentials API from Lightdash — 2 operation(s) for organization warehouse credentials.

Lightdash Organizations API

Each user is a member of a single organization. These routes allow users to manage their organization. Most actions are only available to admin users.

Lightdash Parameters API

The Parameters API from Lightdash — 2 operation(s) for parameters.

Lightdash Pre-Aggregates API

The Pre-Aggregates API from Lightdash — 3 operation(s) for pre-aggregates.

Lightdash Project API

The Project API from Lightdash — 3 operation(s) for project.

Lightdash Project Roles API

The Project Roles API from Lightdash — 3 operation(s) for project roles.

Lightdash Projects API

Projects belong to a single organization. These routes allow users to manage their projects, browse content, and execute queries. Users inside an organization might have access ...

Lightdash Pull Requests API

The Pull Requests API from Lightdash — 1 operation(s) for pull requests.

Lightdash Query API

These routes allow users to execute and manage queries against their data warehouse. This includes metric queries, SQL queries, and retrieving query results.

Lightdash Roles & Permissions API

These routes allow users to manage roles and permissions for their organization.

Lightdash Schedulers API

The Schedulers API from Lightdash — 12 operation(s) for schedulers.

Lightdash SCIM API

The SCIM API from Lightdash — 12 operation(s) for scim.

Lightdash Share links API

The Share links API from Lightdash — 2 operation(s) for share links.

Lightdash Spaces API

Spaces allow you to organize charts and dashboards within a project. They also allow granular access to content by allowing you to create private spaces, which are only accessib...

Lightdash Spotlight API

The Spotlight API from Lightdash — 1 operation(s) for spotlight.

Lightdash SQL runner API

The SQL runner API from Lightdash — 18 operation(s) for sql runner.

Lightdash SSH Keypairs API

The SSH Keypairs API from Lightdash — 1 operation(s) for ssh keypairs.

Lightdash User attributes API

The User attributes API from Lightdash — 2 operation(s) for user attributes.

Lightdash User Groups API

The User Groups API from Lightdash — 4 operation(s) for user groups.

Lightdash v2 API

The v2 API from Lightdash — 47 operation(s) for v2.

Lightdash Validation API

The Validation API from Lightdash — 2 operation(s) for validation.

Scroll within the panel for all 50 ·

Pricing Plans 1

Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.

Published pricing tiers and plan structures.

Rate Limits 1

Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.

Documented rate limits and quota policies.

Lightdash Rate Limits

3 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.

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

Semantic Vocabularies 1

JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.

JSON-LD contexts and semantic vocabularies used across these APIs.

Lightdash Context

0 classes · 68 properties

JSON-LD

Spectral Rules 1

Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.

Lightdash API Rules

5 rules · 3 warnings

SPECTRAL

JSON Schema 8

Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.

Standalone JSON Schema definitions for this provider's data models.

ApiErrorPayload

2 properties

JSON SCHEMA

ChartSummary

0 properties

JSON SCHEMA

Dashboard

27 properties

JSON SCHEMA

Project

21 properties

JSON SCHEMA

SchedulerAndTargets

0 properties

JSON SCHEMA

ScimUser

9 properties

JSON SCHEMA

ServiceAccount

12 properties

JSON SCHEMA

Space

19 properties

JSON SCHEMA

Scroll within the panel for all 8 ·

Examples 7

Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.

Example request and response payloads for these APIs.

Scroll within the panel for all 7 ·

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

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

Lightdash Authentication

apiKey · 2 schemes

SECURITY

Lightdash Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

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

Lightdash Agentic Access

493 operations · 275 acting · 5 human-in-the-loop

493 operations · 275 acting

AGENTIC

Resources

Every other property we hold for Lightdash — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Documentation 1

Reference material describing how the API behaves

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Build 1

SDKs, sample code, and the tooling you integrate with

Access & Security 2

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 3

The organization behind the API

Other 1

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/lightdash · machine-readable index on apis.io