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Looker

Looker is a business intelligence and data analytics platform that enables organizations to explore, analyze, and share real-time business analytics.

agent ready

Solid contracts, transparent operations, and an easy start — typically complete on four or five facets with one clear soft spot.

Kin Score

API Evangelist profiles Looker the way a machine reads it — 124 machine-readable artifacts across 10 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 — Looker scores 66.0/100 (strong), 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 — 66.0/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 8.8 / 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 Looker

Each block below is one kind of artifact we hold for Looker. 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 10

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.

LookML API

API for programmatically managing LookML projects, models, and views.

Looker Action API

The Looker Action API enables developers to define custom actions, or destinations, to which Looker can send query results, dashboard results, or user interactions via a webhook...

Looker Embed SDK

The Looker Embed SDK is a JavaScript library for embedding Looker content such as dashboards, Looks, Explores, reports, and extensions into web applications, with support for si...

Looker Extension Framework API

The Looker Extension Framework provides APIs and SDKs for building custom extensions that run inside the Looker UI, with access to the Looker API, Looker components library, and...

Looker (Google Cloud core) API

The Looker (Google Cloud core) REST API provides management capabilities for Looker instances running on Google Cloud, including instance lifecycle management, backups, and oper...

Looker Auth API

Authentication endpoints for obtaining and managing API access tokens using client credentials.

Looker Dashboard API

Manage dashboards, which are collections of tiles displaying visualizations from queries. Dashboards support filters, layouts, and can be shared across the organization.

Looker Look API

Manage Looks, which are saved queries with visualizations. A Look contains a query definition and visualization configuration that can be shared, scheduled, and embedded.

Looker Query API

Create and run queries against your Looker models. Queries define the fields, filters, sorts, and limits used to retrieve data from the underlying database through LookML models.

Looker User API

Manage Looker users including creating, updating, and retrieving user accounts, credentials, roles, and sessions.

Scroll within the panel for all 10 ·

Open Collections 1

Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.

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

Looker API

OPEN COLLECTION

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.

Looker Plans Pricing

7 plans

PLANS

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.

Looker Rate Limits

8 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.

Features 6

The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.

Notable capabilities this provider offers.

Self-Service Analytics

Enable business users to explore data, build visualizations, and create dashboards without SQL knowledge using LookML models.

Data Modeling with LookML

Define reusable data models in LookML that provide a semantic layer between databases and end-user analytics.

Embedded Analytics

Embed interactive dashboards, reports, and data explorations directly into web applications using SSO and cookieless authentication.

Scheduled Reports

Schedule and deliver reports and dashboards via email, Slack, S3, or custom action destinations.

Custom Actions

Build webhook-based actions to send query results to any external destination or trigger workflows.

API-Driven Administration

Programmatically manage users, roles, dashboards, queries, and platform settings through the Looker API.

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.

Looker Context

0 classes · 0 properties

JSON-LD

Spectral Rules 2

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.

Looker API Rules

5 rules · 4 warnings

SPECTRAL

Looker API Rules

16 rules · 8 errors · 8 warnings

SPECTRAL

JSON Schema 40

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.

AccessToken

4 properties

JSON SCHEMA

AccessToken

4 properties

JSON SCHEMA

CredentialsApi3

6 properties

JSON SCHEMA

CredentialsEmail

5 properties

JSON SCHEMA

CredentialsApi3

6 properties

JSON SCHEMA

CredentialsEmail

5 properties

JSON SCHEMA

DashboardElement

14 properties

JSON SCHEMA

DashboardFilter

13 properties

JSON SCHEMA

DashboardLayoutComponent

7 properties

JSON SCHEMA

DashboardLayout

7 properties

JSON SCHEMA

Dashboard

28 properties

JSON SCHEMA

DashboardElement

16 properties

JSON SCHEMA

DashboardFilter

13 properties

JSON SCHEMA

DashboardLayout

7 properties

JSON SCHEMA

DashboardLayoutComponent

7 properties

JSON SCHEMA

ErrorResponse

2 properties

JSON SCHEMA

ErrorResponse

2 properties

JSON SCHEMA

FolderBase

7 properties

JSON SCHEMA

FolderBase

7 properties

JSON SCHEMA

LookModel

2 properties

JSON SCHEMA

Look

18 properties

JSON SCHEMA

LookModel

2 properties

JSON SCHEMA

ModelSet

6 properties

JSON SCHEMA

ModelSet

6 properties

JSON SCHEMA

PermissionSet

6 properties

JSON SCHEMA

PermissionSet

6 properties

JSON SCHEMA

Query

22 properties

JSON SCHEMA

Role

6 properties

JSON SCHEMA

Session

14 properties

JSON SCHEMA

SpaceBase

6 properties

JSON SCHEMA

SpaceBase

6 properties

JSON SCHEMA

User

25 properties

JSON SCHEMA

WriteDashboard

13 properties

JSON SCHEMA

WriteLookWithQuery

7 properties

JSON SCHEMA

WriteQuery

16 properties

JSON SCHEMA

WriteUser

5 properties

JSON SCHEMA

WriteDashboard

13 properties

JSON SCHEMA

WriteLookWithQuery

8 properties

JSON SCHEMA

WriteQuery

16 properties

JSON SCHEMA

WriteUser

5 properties

JSON SCHEMA

Scroll within the panel for all 40 ·

JSON Structure 24

JSON Structure captures the data shapes in a form built for tooling — a complement to JSON Schema that keeps the model machine-legible.

JSON Structure definitions describing this provider's data shapes.

Looker Access Token Structure

4 properties

JSON STRUCTURE

Looker Credentials Api3 Structure

6 properties

JSON STRUCTURE

Looker Credentials Email Structure

5 properties

JSON STRUCTURE

Looker Dashboard Element Structure

14 properties

JSON STRUCTURE

Looker Dashboard Filter Structure

13 properties

JSON STRUCTURE

Looker Dashboard Layout Structure

7 properties

JSON STRUCTURE

Looker Dashboard Structure

28 properties

JSON STRUCTURE

Looker Error Response Structure

2 properties

JSON STRUCTURE

Looker Folder Base Structure

7 properties

JSON STRUCTURE

Looker Look Model Structure

2 properties

JSON STRUCTURE

Looker Look Structure

18 properties

JSON STRUCTURE

Looker Model Set Structure

6 properties

JSON STRUCTURE

Looker Permission Set Structure

6 properties

JSON STRUCTURE

Looker Query Structure

22 properties

JSON STRUCTURE

Looker Role Structure

6 properties

JSON STRUCTURE

Looker Session Structure

14 properties

JSON STRUCTURE

Looker Space Base Structure

6 properties

JSON STRUCTURE

Looker Structure

0 properties

JSON STRUCTURE

Looker User Structure

25 properties

JSON STRUCTURE

Looker Write Dashboard Structure

13 properties

JSON STRUCTURE

Looker Write Look With Query Structure

7 properties

JSON STRUCTURE

Looker Write Query Structure

16 properties

JSON STRUCTURE

Looker Write User Structure

5 properties

JSON STRUCTURE

Scroll within the panel for all 24 ·

Examples 23

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 23 ·

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.

Looker Authentication

http · 1 scheme

SECURITY

Looker 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.

Looker Agentic Access

29 operations · 13 acting

29 operations · 13 acting

AGENTIC

Use Cases 5

What developers actually build with this provider — captured so the catalogue answers 'what is this for', not just 'what does this expose'.

What developers build with this provider.

Executive Dashboards

Build real-time executive dashboards aggregating KPIs from multiple data sources for leadership visibility.

Customer-Facing Analytics

Embed analytics into SaaS products to provide customers with self-service reporting and data exploration.

Data Governance Reporting

Monitor data quality, usage patterns, and access controls across the organization through audit reports.

Marketing Performance Analytics

Analyze campaign performance, attribution, and ROI across marketing channels with unified data models.

Operational Monitoring

Track operational metrics and KPIs in real time with automated alerting and scheduled report delivery.

Integrations 6

Pre-built integrations with other platforms tell you where this provider already fits in a stack.

Pre-built integrations with other platforms and tools.

Google BigQuery

Native optimized connector for querying and analyzing data in Google BigQuery data warehouse.

Snowflake

High-performance connector for Snowflake cloud data warehouse with push-down query optimization.

Amazon Redshift

Native connector for querying and visualizing data in Amazon Redshift data warehouse.

Slack

Deliver scheduled reports and dashboard snapshots to Slack channels with interactive query capabilities.

Google Sheets

Export query results and dashboard data directly to Google Sheets for collaborative analysis.

Salesforce

Connect to Salesforce data for CRM analytics and combine with other data sources for unified views.

Resources

Every other property we hold for Looker — 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.

Get Started 2

Portal, sign-up, and the first successful call

Documentation 1

Reference material describing how the API behaves

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Build 2

SDKs, sample code, and the tooling you integrate with

Access & Security 3

Authentication, authorization, and security posture

Learn 1

Tutorials, courses, talks, and written guidance

Commercial 3

Pricing, plans, and the legal terms of use

Company 1

The organization behind the API

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