Soda

Soda is a data quality and data observability platform for the modern data stack. Its core abstraction is the data contract — a declarative YAML source of truth that defines the checks a dataset must pass — extended by organization-wide data standards, ML-based metric monitors for anomaly detection, record-level diagnostics, lineage and impact analysis, and AI-assisted contract generation (Contract Autopilot and Copilot). Soda ships an open-source engine (Soda Core), a Go CLI for the whole platform (sodacli), a 103-operation Soda Cloud v4 REST API, a webhook event surface, and a first-party MCP server that exposes 78 tools so agents can manage data quality directly. Soda Data Inc. is headquartered in Belgium.

Soda publishes 16 APIs on the APIs.io network, including Cloud API v4, Attributes API, Checks API, and 13 more. Tagged areas include AIOps, Data Quality, Data Observability, Data Contracts, and Data Governance.

The Soda catalog on APIs.io includes 1 event-driven AsyncAPI specification.

Soda’s developer surface includes documentation, API reference, getting-started guide, support, engineering blog, pricing, signup flow, and 31 more developer resources.

🌐 Visit website 📡 Source on GitHub

71.6/100 exemplar ▬ flat Agent 36/100 agent ready Full breakdown ↓
scored 2026-09-14 · rubric v0.22.0

AccessFreemiumSelf serve⚡ Free to try

1 APIs 1 MCP Servers

AIOps Data Quality Data Observability Data Contracts Data Governance Anomaly Detection Data MonitoringData Testing

Kin Score

Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0

Composite quality — 71.6/100 · exemplar

Contract Quality 15.5 / 23

Developer Ergonomics 13.2 / 18

Access Clarity 18.0 / 18

Operational Transparency 8.6 / 12

Contract Governance 2.0 / 11

Discoverability 6.8 / 9

Create-or-Update Ergonomics 1.1 / 10

Agent readiness — 36/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 6 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 6 / 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

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

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 github.com/api-evangelist/soda-data: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 16

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

Soda Cloud API v4

The Soda Cloud public REST API (v4). 103 operations across 15 resources — datasources, datasets, discovered datasets, data contracts, checks, data standards, monitors, scans, in...

Soda Attributes API

The Attributes surface of the Soda Cloud v4 API — 4 operation(s) across 2 path(s).

Soda Checks API

The Checks surface of the Soda Cloud v4 API — 2 operation(s) across 2 path(s).

Soda Contracts API

The Contracts surface of the Soda Cloud v4 API — 10 operation(s) across 8 path(s).

Soda Data Standards API

The Data Standards surface of the Soda Cloud v4 API — 13 operation(s) across 10 path(s).

Soda Datasets API

The Datasets surface of the Soda Cloud v4 API — 24 operation(s) across 17 path(s).

Soda Datasources API

The Datasources surface of the Soda Cloud v4 API — 18 operation(s) across 11 path(s).

Soda Discovered Datasets API

The Discovered Datasets surface of the Soda Cloud v4 API — 1 operation(s) across 1 path(s).

Soda Incidents API

The Incidents surface of the Soda Cloud v4 API — 5 operation(s) across 3 path(s).

Soda Licensing API

The Licensing surface of the Soda Cloud v4 API — 1 operation(s) across 1 path(s).

Soda Notification Rules API

The Notification Rules surface of the Soda Cloud v4 API — 4 operation(s) across 2 path(s).

Soda Runners API

The Runners surface of the Soda Cloud v4 API — 4 operation(s) across 2 path(s).

Soda Scans API

The Scans surface of the Soda Cloud v4 API — 3 operation(s) across 2 path(s).

Soda Secrets API

The Secrets surface of the Soda Cloud v4 API — 5 operation(s) across 3 path(s).

Soda Users API

The Users surface of the Soda Cloud v4 API — 8 operation(s) across 4 path(s).

Soda Utility API

The Utility surface of the Soda Cloud v4 API — 1 operation(s) across 1 path(s).

Scroll for all 16

Open Collections 7

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

API Collection

OPEN COLLECTION

Soda Cloud REST Attributes API

OPEN COLLECTION

Soda Cloud REST Attributes Authentication API

OPEN COLLECTION

Soda Cloud REST Attributes Checks API

OPEN COLLECTION

Soda Cloud REST Attributes Contracts API

OPEN COLLECTION

Soda Cloud REST Attributes Datasets API

OPEN COLLECTION

Soda Cloud REST API

OPEN COLLECTION

Scroll for all 7

MCP Servers 1

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

Soda MCP Server

soda-mcp is Soda's first-party Model Context Protocol server for Soda Cloud. It runs as a LOCAL stdio process started by the MCP client (Claude Code, Cursor, Codex, GitHub Copil...

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Soda Data Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Soda Data Rate Limits

6 limits

RATE LIMITS

FinOps 1

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

Soda Data Finops

FINOPS

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Soda Data Webhooks

ASYNCAPI

Security Posture 3

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

Soda Data Authentication

apiKey/http · 2 schemes

SECURITY

Soda Data Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Soda Data Trust Center

SOC 2, GDPR

SECURITY

Agentic Access 1

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

Soda Data Agentic Access

103 operations · 59 acting · 1 human-in-the-loop

103 operations · 59 acting

AGENTIC

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Login

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

LlmsText

AgenticAccess

MCPServer

AgentSkill

LLMsTxt

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Conventions

ErrorCatalog

Lifecycle

Conformance

DataModel

Webhooks

Build 5

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

Packages

SDKs

CLI

ToolCrosswalk

Access & Security 4

Authentication, authorization, and security posture

Authentication

Compliance

TrustCenter

DomainSecurity

Operate 5

Status, limits, changes, and where to get help

Support

StatusPage

ChangeLog

RateLimits

ChangeLog

Commercial 4

Pricing, plans, and the legal terms of use

Pricing

TermsOfService

PrivacyPolicy

Plans

Company 3

The organization behind the API

Website

Website

Blog

Blog

LinkedIn

Source (apis.yml)

aid: soda-data
name: Soda
description: Soda is a data quality and data observability platform for the modern data stack. Its core abstraction is the
  data contract — a declarative YAML source of truth that defines the checks a dataset must pass — extended by organization-wide
  data standards, ML-based metric monitors for anomaly detection, record-level diagnostics, lineage and impact analysis, and
  AI-assisted contract generation (Contract Autopilot and Copilot). Soda ships an open-source engine (Soda Core), a Go CLI
  for the whole platform (sodacli), a 103-operation Soda Cloud v4 REST API, a webhook event surface, and a first-party MCP
  server that exposes 78 tools so agents can manage data quality directly. Soda Data Inc. is headquartered in Belgium.
type: Index
deliveryModel:
  model: unknown
  open_source: false
  commercial: false
  callable_host: true
  label: Delivery model not determined — needs a product licence on record
  confidence: low
  source:
  - openapi
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  - rate-limits
  - security
  generated: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/soda-data.png
tags:
- AIOps
- Data Quality
- Data Observability
- Data Contracts
- Data Governance
- Anomaly Detection
- Data Monitoring
- Data Testing
url: https://raw.githubusercontent.com/api-evangelist/soda-data/refs/heads/main/apis.yml
created: '2026-03-27'
modified: '2026-08-29'
specificationVersion: '0.23'
apis:
- aid: soda-data:soda-data
  name: Soda Cloud API v4
  description: The Soda Cloud public REST API (v4). 103 operations across 15 resources — datasources, datasets, discovered
    datasets, data contracts, checks, data standards, monitors, scans, incidents, notification rules, runners, secrets, users
    and licensing — for managing data quality programmatically. HTTP Basic auth with a Soda Cloud API key pair; separate EU
    and US tenancies.
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api
  baseURL: https://cloud.soda.io
  tags:
  - Data Quality
  - Data Observability
  - AIOps
  properties:
  - type: OpenAPI
    url: openapi/_original/soda-data-cloud-api-v4-openapi.yml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api
  - type: APIReference
    url: https://docs.soda.io/reference/soda-apis
  - type: Authentication
    url: https://docs.soda.io/reference/soda-apis/generate-api-keys
- aid: soda-data:soda-data-attributes-api
  name: Soda Attributes API
  description: The Attributes surface of the Soda Cloud v4 API — 4 operation(s) across 2 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/attributes
  baseURL: https://cloud.soda.io
  tags:
  - Attributes
  properties:
  - type: OpenAPI
    url: openapi/soda-data-attributes-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-attributes-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/attributes
- aid: soda-data:soda-data-checks-api
  name: Soda Checks API
  description: The Checks surface of the Soda Cloud v4 API — 2 operation(s) across 2 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/checks
  baseURL: https://cloud.soda.io
  tags:
  - Checks
  properties:
  - type: OpenAPI
    url: openapi/soda-data-checks-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-checks-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/checks
- aid: soda-data:soda-data-contracts-api
  name: Soda Contracts API
  description: The Contracts surface of the Soda Cloud v4 API — 10 operation(s) across 8 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/contracts
  baseURL: https://cloud.soda.io
  tags:
  - Contracts
  properties:
  - type: OpenAPI
    url: openapi/soda-data-contracts-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-contracts-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/contracts
- aid: soda-data:soda-data-data-standards-api
  name: Soda Data Standards API
  description: The Data Standards surface of the Soda Cloud v4 API — 13 operation(s) across 10 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/data-standards
  baseURL: https://cloud.soda.io
  tags:
  - Data Standards
  properties:
  - type: OpenAPI
    url: openapi/soda-data-data-standards-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-data-standards-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/data-standards
- aid: soda-data:soda-data-datasets-api
  name: Soda Datasets API
  description: The Datasets surface of the Soda Cloud v4 API — 24 operation(s) across 17 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/datasets
  baseURL: https://cloud.soda.io
  tags:
  - Datasets
  properties:
  - type: OpenAPI
    url: openapi/soda-data-datasets-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-datasets-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/datasets
- aid: soda-data:soda-data-datasources-api
  name: Soda Datasources API
  description: The Datasources surface of the Soda Cloud v4 API — 18 operation(s) across 11 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/datasources
  baseURL: https://cloud.soda.io
  tags:
  - Data Sources
  tags_raw:
  - Datasources
  properties:
  - type: OpenAPI
    url: openapi/soda-data-datasources-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-datasources-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/datasources
- aid: soda-data:soda-data-discovered-datasets-api
  name: Soda Discovered Datasets API
  description: The Discovered Datasets surface of the Soda Cloud v4 API — 1 operation(s) across 1 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/discovered-datasets
  baseURL: https://cloud.soda.io
  tags:
  - Discovered Datasets
  properties:
  - type: OpenAPI
    url: openapi/soda-data-discovered-datasets-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-discovered-datasets-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/discovered-datasets
- aid: soda-data:soda-data-incidents-api
  name: Soda Incidents API
  description: The Incidents surface of the Soda Cloud v4 API — 5 operation(s) across 3 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/incidents
  baseURL: https://cloud.soda.io
  tags:
  - Incidents
  properties:
  - type: OpenAPI
    url: openapi/soda-data-incidents-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-incidents-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/incidents
- aid: soda-data:soda-data-licensing-api
  name: Soda Licensing API
  description: The Licensing surface of the Soda Cloud v4 API — 1 operation(s) across 1 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/licensing
  baseURL: https://cloud.soda.io
  tags:
  - Licensing
  properties:
  - type: OpenAPI
    url: openapi/soda-data-licensing-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-licensing-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/licensing
- aid: soda-data:soda-data-notification-rules-api
  name: Soda Notification Rules API
  description: The Notification Rules surface of the Soda Cloud v4 API — 4 operation(s) across 2 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/notification-rules
  baseURL: https://cloud.soda.io
  tags:
  - Notification Rules
  properties:
  - type: OpenAPI
    url: openapi/soda-data-notification-rules-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-notification-rules-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/notification-rules
- aid: soda-data:soda-data-runners-api
  name: Soda Runners API
  description: The Runners surface of the Soda Cloud v4 API — 4 operation(s) across 2 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/runners
  baseURL: https://cloud.soda.io
  tags:
  - Runners
  properties:
  - type: OpenAPI
    url: openapi/soda-data-runners-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-runners-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/runners
- aid: soda-data:soda-data-scans-api
  name: Soda Scans API
  description: The Scans surface of the Soda Cloud v4 API — 3 operation(s) across 2 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/scans
  baseURL: https://cloud.soda.io
  tags:
  - Scans
  properties:
  - type: OpenAPI
    url: openapi/soda-data-scans-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-scans-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/scans
- aid: soda-data:soda-data-secrets-api
  name: Soda Secrets API
  description: The Secrets surface of the Soda Cloud v4 API — 5 operation(s) across 3 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/secrets
  baseURL: https://cloud.soda.io
  tags:
  - Secrets
  properties:
  - type: OpenAPI
    url: openapi/soda-data-secrets-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-secrets-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/secrets
- aid: soda-data:soda-data-users-api
  name: Soda Users API
  description: The Users surface of the Soda Cloud v4 API — 8 operation(s) across 4 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/users
  baseURL: https://cloud.soda.io
  tags:
  - User
  tags_raw:
  - Users
  properties:
  - type: OpenAPI
    url: openapi/soda-data-users-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-users-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/users
- aid: soda-data:soda-data-utility-api
  name: Soda Utility API
  description: The Utility surface of the Soda Cloud v4 API — 1 operation(s) across 1 path(s).
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/utility
  baseURL: https://cloud.soda.io
  tags:
  - Utility
  properties:
  - type: OpenAPI
    url: openapi/soda-data-utility-api-openapi.yml
  - type: Overlay
    url: overlays/soda-data-utility-overlay.yaml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/utility
common:
- type: Website
  url: https://www.soda.io
- type: DeveloperPortal
  url: https://docs.soda.io
- type: Documentation
  url: https://docs.soda.io
- type: APIReference
  url: https://docs.soda.io/reference/soda-apis/rest-api
- type: GettingStarted
  url: https://docs.soda.io/quickstart
- type: Support
  url: https://docs.soda.io/soda-documentation/soda-v3/learning-resources/support
- type: Blog
  url: https://www.soda.io/blog
- type: GitHubOrganization
  url: https://github.com/sodadata
- type: LinkedIn
  url: https://www.linkedin.com/company/sodadata
- type: Integrations
  url: https://www.soda.io/integrations
- type: Pricing
  url: https://www.soda.io/pricing
- type: SignUp
  url: https://www.soda.io/request-free
- type: Login
  url: https://cloud.soda.io
- type: TermsOfService
  url: https://www.soda.io/legal/terms-and-conditions
- type: PrivacyPolicy
  url: https://www.soda.io/legal/privacy-policy
- type: StatusPage
  url: https://status.soda.io
- type: ChangeLog
  url: https://docs.soda.io/release-notes
- type: LlmsText
  url: https://docs.soda.io/llms.txt
- type: AgenticAccess
  url: agentic-access/soda-data-agentic-access.yml
- type: Authentication
  url: authentication/soda-data-authentication.yml
- type: Conventions
  url: conventions/soda-data-conventions.yml
- type: ErrorCatalog
  url: errors/soda-data-problem-types.yml
- type: Lifecycle
  url: lifecycle/soda-data-lifecycle.yml
- type: Conformance
  url: conformance/soda-data-conformance.yml
- type: Compliance
  url: security/soda-data-trust-center.yml
- type: TrustCenter
  url: security/soda-data-trust-center.yml
- type: DomainSecurity
  url: security/soda-data-domain-security.yml
- type: DataModel
  url: data-model/soda-data-data-model.yml
- type: Packages
  url: packages/soda-data-packages.yml
- type: SDKs
  url: packages/soda-data-packages.yml
- type: CLI
  url: cli/soda-data-cli.yml
- type: MCPServer
  url: mcp/soda-data-mcp.yml
- type: ToolCrosswalk
  url: mcp/soda-data-tool-crosswalk.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Webhooks
  url: asyncapi/soda-data-webhooks.yml
- type: RateLimits
  url: rate-limits/soda-data-rate-limits.yml
- type: Plans
  url: plans/soda-data-plans-pricing.yml
- type: ChangeLog
  url: changelog/soda-data-changelog.yml
- type: LLMsTxt
  url: llms/soda-data-llms.txt
integrations:
- name: AICPA SOC
- name: Giga OM
- name: TW
- name: Gartner
- name: High Performer 2025 badge
- name: Best Roi 2025 badge
- name: Momentum Leader 2025 badge
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
x-enrichment:
  date: '2026-08-29'
  status: enriched
  artifacts_added: 43
  pass: local-v1

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