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 15 API contracts indexed on the APIs.io network, including Attributes API, Checks API, Contracts API, and 12 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 34 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

70.4/100 exemplar ▬ flat Agent 39/100 agent ready Front door AI 6/6 dominant Full breakdown ↓
scored 2026-10-23 · rubric v0.25.0 · Show this score on your site →

AccessFreemiumSelf serve⚡ Free to try

1 published contract 1 MCP Servers

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

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

ChecksContractsData StandardsDatasetsScans

GET /api/v1/scans/{scanId} GET /api/v1/scans/{scanId}/logs

Cybersecurity Management

BC-620

Users

POST /api/v1/userGroups POST /api/v1/users POST /api/v1/users/{userId}/disable

What people ask Soda 15

The questions people put to an LLM, and the jobs they hand an agent, that Soda's APIs answer — each one linked to the operation that does it. Generated by API Evangelist

Soda Datasets API List datasets “Which datasets does my Soda Cloud account monitor, and what is their health?” Get a dataset by qualified name “Can I look up a dataset by its fully qualified name rather than its ID?” List dataset roles “What dataset-level roles are available for granting access?” Create a custom dataset role “How do I create a dataset role that can manage checks but not delete datasets?”

Soda Data Sources API List data sources “Which data sources are connected to my organization?” Create a data source “How do I connect a new data source from a YAML configuration?” Test a data source connection “Can I check that a data source configuration connects before saving it?” Check connection test result “Did my data source connection test succeed?”

Soda Data Standards API List data standards “Which data standards are defined in my organization?” Create a data standard “How do I define a new data standard that applies checks across many datasets?” Run a dataset's active data standards “Can I trigger a scan of all active data standards linked to one dataset?” Preview datasets matching a scope “Which datasets would a draft data standard scope match before I save it?”

Soda Contracts API List data contracts “Which datasets in my organization already have data contracts?” Create a contract on a dataset “How do I start a new data contract for a dataset that has none?” Generate a skeleton contract from schema “Can Soda draft a basic contract from a dataset's schema for me?” Check skeleton contract generation status “Is my skeleton contract generation finished yet?”

Soda Users API List user groups “Which user groups exist and who belongs to each?” Create a user group “How do I create a team group and add members to it?” Get a user group “Who are the members of a specific user group?” Update user group members “How do I change the membership of an existing user group?”

Soda Incidents API List data quality incidents “Which data quality incidents are open right now?” Open an incident “How do I raise an incident from failing monitor results?” Update an incident “How do I mark an existing incident as resolved with notes?” Get an incident's root cause analysis “What was the root cause of this data incident?”

Soda Secrets API List secrets “Which stored secrets can my data source configurations reference?” Create a secret “How do I store a database password so it stays out of plain-text data source config?” Rotate a secret's value “Can I rotate the value of an existing secret without renaming it?” Delete a secret “How do I delete a stored secret?”

Soda Runners API List runners “Which Soda runners are registered in my organization?” Create a self-hosted runner “How do I get API credentials to deploy a new self-hosted runner?” Get a runner “What is the status and configuration of a specific runner?” Delete a self-hosted runner “How do I decommission a self-hosted runner?”

Soda Notification Rules API List notification rules “Which notification rules decide who gets alerted about failing checks?” Create a notification rule “How do I alert a user group when checks with a certain attribute fail?” Replace a notification rule “Can I change who an existing notification rule alerts?” Delete a notification rule “How do I stop an alert rule from sending notifications permanently?”

Soda Attributes API List custom attributes “Which custom attributes are defined in my Soda Cloud organization?” Create a custom attribute “How do I add a new custom attribute like 'data domain' for datasets?” Update an existing attribute “Can I rename the label of an attribute that already exists?” Delete an attribute “How do I remove a custom attribute I no longer use?”

Soda Scans API Get scan status “Is my data quality scan still running or has it finished?” Cancel a scan “Can I cancel a scan that is pending or already submitted?” Get scan logs “Where can I read the logs of a finished scan to debug a failure?”

Soda Checks API List data quality checks “Which data quality checks exist on a given dataset?” Delete a check “How do I remove a data quality check from Soda Cloud?”

Showing 12 of 15 APIs with phrasing — see every API.

Kin Score

Kin Score How this is scored →
scored 2026-10-23 · rubric v0.25.0

Composite quality — 70.4/100 · exemplar

Contract Quality 11.9 / 19

Developer Ergonomics 11.0 / 15

Access Clarity 13.8 / 15

Operational Transparency 7.2 / 10

Contract Governance 1.6 / 9

Discoverability 5.4 / 8

Regulatory Posture 4.4 / 15

Create-or-Update Ergonomics 1.1 / 10

Agent readiness — 39/100 · 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

Pagination 5 / 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 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.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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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 →

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)	undeclared	-	-	1
Artifact Hub Cloud-Native Packages	undeclared	-	-	1

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 15

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

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 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).

Soda Data Sources API

Soda Cloud API Datasource Endpoints

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

4 actions · update · soda-data-utility-api-openapi.yml

DERIVED

Scroll for all 30

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 5

Pricing, plans, and the legal terms of use

FinOps

Pricing

TermsOfService

PrivacyPolicy

Plans

Company 3

The organization behind the API

Website

Website

Blog

Blog

LinkedIn

Other 2

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Overlay

Overlay

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
x-docs-platform: gitbook
x-docs-platform-confidence: high
x-docs-platform-checked: 2026-10-04
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-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-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
- aid: soda-data:soda-data-data-sources-api
  name: Soda Data Sources API
  description: Soda Cloud API Datasource Endpoints
  humanURL: https://docs.soda.io/reference/soda-apis/rest-api/attributes
  baseURL: https://cloud.soda.io
  tags:
  - Data Sources
  properties:
  - type: OpenAPI
    url: openapi/soda-data-data-sources-api-openapi.yml
  - type: Documentation
    url: https://docs.soda.io/reference/soda-apis/rest-api/datasources
common:
- type: FinOps
  url: finops/soda-data-finops.yml
- type: CapabilityMap
  url: capabilities/soda-data-capability-edges.yml
  name: Soda Business Capability Map
- type: Overlay
  url: overlays/soda-data-datasources-overlay.yaml
- 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

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

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https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/soda-data"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/soda-data/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/soda-data/evidence"

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