Mockaroo
Mockaroo is a realistic mock data generator and API mocking service used by developers and QA teams to produce JSON, CSV, TXT, custom-delimited, SQL, and XML test data. The platform combines a schema designer, 150+ built-in field types (Name, Internet, Address, Business, Date, Currency, Geographic, Phone, Health, Technology, and more), named datasets used as lookup sources, hosted mock APIs, formulas, projects, AI-assisted field generation, de-identification, and a REST API for programmatic generation. Mockaroo ships in four tiers (Free, Silver, Gold, Enterprise), with the Enterprise tier available as a Docker image for self-hosted, unlimited generation.
1 APIs
10 Features
Test DataMock DataAPI MockingData GenerationDeveloper ToolsQA TestingRealistic DataSchemasDatasetsPublic APIs
Realistic Mock Data Generation
Generate realistic test records using more than 150 built-in field types spanning names, addresses, business, internet, dates, currency, geography, phone, health, and technology categories.
Multiple Output Formats
Export generated data as JSON, CSV, tab-separated TXT, custom delimiter, SQL INSERT statements, or XML.
Schema Designer
Design, save, and reuse schemas in the web UI, then call them by name from the REST API.
Datasets As Lookup Sources
Upload CSV or plain-text datasets and use them as lookup sources in schemas via the Dataset Column field type.
Mock APIs
Host mock REST endpoints that return generated records on demand, including configurable error conditions.
Background Generation
Submit large generation requests asynchronously and poll /api/downloads/{id} for status, progress, and the final download URL.
Formulas And Custom Functions
Transform generated values with reusable Mockaroo formula expressions and custom functions.
AI Field Generation
Generate field definitions and custom types using AI assistance in the schema editor.
De-identification
Anonymize sensitive datasets via Mockaroo's de-identification tooling.
Enterprise Docker Deployment
Run Mockaroo as a self-hosted Docker container inside a private cloud or datacenter for unlimited, organization-wide generation.
UI Prototyping
Power UI prototypes with realistic request/response data so design reviews surface real edge cases (long names, Unicode, blanks).
Load And Performance Testing
Generate millions of realistic records to populate staging databases for load and performance testing.
QA Test Data
Produce repeatable, schema-driven test data for automated test suites and continuous integration pipelines.
Demo And Sales Environments
Stand up demo environments with believable customer data without touching production.
Data Anonymization
Replace sensitive production data with statistically similar but synthetic records for safe sharing.
API Mocking
Front-end and integration teams hit Mockaroo-hosted mock APIs while back-end services are still under construction.
Node.js
Official mockaroo-node Promise-based client for the Generate API.
.NET / C#
Community NMockaroo and Mockaroo.NET libraries.
Python
Community mockaroo-python wrapper.
R
Community mockaRoo package for the Generate API.
Java
Community mockaroo.api Java client.
MuleSoft
Community MuleSoft connector for invoking Mockaroo schemas.
Salesforce CLI
testdata sfdx plugin generates Salesforce test data via Mockaroo schemas.
Kafka
mockaroo2kafka scripts feed generated records into Kafka topics for streaming tests.
MCP
Community mockaroo-mcp MCP server exposes Mockaroo's generate surface to LLM agents.
Docker
Mockaroo Enterprise is distributed as a Docker image for self-hosted deployment.
Free
1,000 records per file, 200 API requests per day.
Silver
$60/year. 100,000 records per file, 1,000,000 records per day.
Gold
$500/year. 10,000,000 records per file, 10,000,000 records per day.
Enterprise
$7,500/year. Self-hosted Docker, unlimited generation, organization-wide access.
aid: mockaroo
name: Mockaroo
description: >-
Mockaroo is a realistic mock data generator and API mocking service used by developers and QA teams to produce JSON,
CSV, TXT, custom-delimited, SQL, and XML test data. The platform combines a schema designer, 150+ built-in field types
(Name, Internet, Address, Business, Date, Currency, Geographic, Phone, Health, Technology, and more), named datasets
used as lookup sources, hosted mock APIs, formulas, projects, AI-assisted field generation, de-identification, and a
REST API for programmatic generation. Mockaroo ships in four tiers (Free, Silver, Gold, Enterprise), with the
Enterprise tier available as a Docker image for self-hosted, unlimited generation.
url: https://www.mockaroo.com/docs
humanURL: https://www.mockaroo.com
baseURL: https://api.mockaroo.com
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
specificationVersion: '0.19'
type: Index
access: 3rd-Party
created: '2026-06-13'
modified: '2026-06-13'
x-type: company
x-source: public-apis/public-apis
x-category: Test Data
x-tier: 3
x-tier-reason: bulk-registered-from-public-apis
tags:
- Test Data
- Mock Data
- API Mocking
- Data Generation
- Developer Tools
- QA Testing
- Realistic Data
- Schemas
- Datasets
- Public APIs
apis:
- aid: mockaroo:mockaroo
name: Mockaroo API
description: >-
REST API for generating realistic mock data records in JSON, CSV, TXT, custom-delimited, SQL, and XML formats.
Supports saved schemas, inline field specifications, 150+ built-in field types, named datasets as lookup sources,
and asynchronous background generation jobs for large requests.
humanURL: https://www.mockaroo.com/docs
baseURL: https://api.mockaroo.com
tags:
- Test Data
- Mock Data
- Data Generation
- REST API
properties:
- type: Documentation
url: https://www.mockaroo.com/docs
- type: APIReference
url: https://www.mockaroo.com/docs
- type: OpenAPI
url: openapi/mockaroo-openapi.yml
- type: Authentication
url: https://www.mockaroo.com/docs
- type: RateLimits
url: rate-limits/mockaroo-rate-limits.yml
- type: JSONSchema
url: json-schema/mockaroo-field-spec-schema.json
- type: JSONSchema
url: json-schema/mockaroo-field-type-schema.json
- type: JSONSchema
url: json-schema/mockaroo-download-schema.json
- type: JSONSchema
url: json-schema/mockaroo-dataset-schema.json
- type: JSONStructure
url: json-structure/mockaroo-field-spec-structure.json
- type: JSONStructure
url: json-structure/mockaroo-field-type-structure.json
- type: JSONStructure
url: json-structure/mockaroo-download-structure.json
- type: JSONStructure
url: json-structure/mockaroo-dataset-structure.json
- type: Example
url: examples/mockaroo-list-types-example.json
- type: Example
url: examples/mockaroo-generate-json-example.json
- type: Example
url: examples/mockaroo-generate-csv-example.json
- type: Example
url: examples/mockaroo-generate-txt-example.json
- type: Example
url: examples/mockaroo-generate-custom-example.json
- type: Example
url: examples/mockaroo-generate-sql-example.json
- type: Example
url: examples/mockaroo-generate-xml-example.json
- type: Example
url: examples/mockaroo-upload-dataset-example.json
- type: Example
url: examples/mockaroo-delete-dataset-example.json
- type: Example
url: examples/mockaroo-get-download-example.json
- type: Example
url: examples/mockaroo-cancel-download-example.json
- type: Example
url: examples/mockaroo-field-spec-example.json
- type: Example
url: examples/mockaroo-field-type-example.json
- type: Example
url: examples/mockaroo-download-example.json
- type: Example
url: examples/mockaroo-dataset-example.json
common:
- type: Website
url: https://www.mockaroo.com
- type: Documentation
url: https://www.mockaroo.com/docs
- type: SignUp
url: https://www.mockaroo.com/users/sign_up
- type: Login
url: https://www.mockaroo.com/users/sign_in
- type: Pricing
url: https://www.mockaroo.com/pricing
- type: Plans
url: plans/mockaroo-plans-pricing.yml
- type: RateLimits
url: rate-limits/mockaroo-rate-limits.yml
- type: FinOps
url: finops/mockaroo-finops.yml
- type: Blog
url: https://www.mockaroo.com/blog
- type: X
url: https://x.com/mockaroodev
- type: TermsOfService
url: https://www.mockaroo.com/terms
- type: PrivacyPolicy
url: https://www.mockaroo.com/privacy
- type: Support
url: https://www.mockaroo.com/support
- type: GitHubOrganization
url: https://github.com/mockaroo
- type: GitHubRepository
name: mockaroo-node
url: https://github.com/mockaroo/mockaroo-node
- type: GitHubRepository
name: mockaroo-enterprise
url: https://github.com/mockaroo/mockaroo-enterprise
- type: SDK
name: mockaroo-node (Official Node.js client)
url: https://github.com/mockaroo/mockaroo-node
- type: SDK
name: NMockaroo (C#)
url: https://github.com/amogram/NMockaroo
- type: SDK
name: Mockaroo.NET (C#)
url: https://github.com/Ackara/Mockaroo.NET
- type: SDK
name: mockaroo-python (Python)
url: https://github.com/Scarvy/mockaroo-python
- type: SDK
name: mockaRoo (R)
url: https://github.com/lockedata/mockaRoo
- type: SDK
name: mockaroo.api (Java)
url: https://github.com/djhvscf/mockaroo.api
- type: SDK
name: mockaroo-connector (MuleSoft)
url: https://github.com/djuang1/mockaroo-connector
- type: SpectralRules
url: rules/mockaroo-rules.yml
- type: Vocabulary
url: vocabulary/mockaroo-vocabulary.yml
- type: JSONLD
url: json-ld/mockaroo-context.jsonld
- type: Features
data:
- name: Realistic Mock Data Generation
description: >-
Generate realistic test records using more than 150 built-in field types spanning names, addresses, business,
internet, dates, currency, geography, phone, health, and technology categories.
- name: Multiple Output Formats
description: Export generated data as JSON, CSV, tab-separated TXT, custom delimiter, SQL INSERT statements, or XML.
- name: Schema Designer
description: Design, save, and reuse schemas in the web UI, then call them by name from the REST API.
- name: Datasets As Lookup Sources
description: Upload CSV or plain-text datasets and use them as lookup sources in schemas via the Dataset Column field type.
- name: Mock APIs
description: Host mock REST endpoints that return generated records on demand, including configurable error conditions.
- name: Background Generation
description: >-
Submit large generation requests asynchronously and poll /api/downloads/{id} for status, progress, and the
final download URL.
- name: Formulas And Custom Functions
description: Transform generated values with reusable Mockaroo formula expressions and custom functions.
- name: AI Field Generation
description: Generate field definitions and custom types using AI assistance in the schema editor.
- name: De-identification
description: Anonymize sensitive datasets via Mockaroo's de-identification tooling.
- name: Enterprise Docker Deployment
description: >-
Run Mockaroo as a self-hosted Docker container inside a private cloud or datacenter for unlimited,
organization-wide generation.
- type: UseCases
data:
- name: UI Prototyping
description: >-
Power UI prototypes with realistic request/response data so design reviews surface real edge cases (long
names, Unicode, blanks).
- name: Load And Performance Testing
description: Generate millions of realistic records to populate staging databases for load and performance testing.
- name: QA Test Data
description: Produce repeatable, schema-driven test data for automated test suites and continuous integration pipelines.
- name: Demo And Sales Environments
description: Stand up demo environments with believable customer data without touching production.
- name: Data Anonymization
description: Replace sensitive production data with statistically similar but synthetic records for safe sharing.
- name: API Mocking
description: >-
Front-end and integration teams hit Mockaroo-hosted mock APIs while back-end services are still under
construction.
- type: Integrations
data:
- name: Node.js
description: Official mockaroo-node Promise-based client for the Generate API.
- name: .NET / C#
description: Community NMockaroo and Mockaroo.NET libraries.
- name: Python
description: Community mockaroo-python wrapper.
- name: R
description: Community mockaRoo package for the Generate API.
- name: Java
description: Community mockaroo.api Java client.
- name: MuleSoft
description: Community MuleSoft connector for invoking Mockaroo schemas.
- name: Salesforce CLI
description: testdata sfdx plugin generates Salesforce test data via Mockaroo schemas.
- name: Kafka
description: mockaroo2kafka scripts feed generated records into Kafka topics for streaming tests.
- name: MCP
description: Community mockaroo-mcp MCP server exposes Mockaroo's generate surface to LLM agents.
- name: Docker
description: Mockaroo Enterprise is distributed as a Docker image for self-hosted deployment.
- type: Solutions
data:
- name: Free
description: 1,000 records per file, 200 API requests per day.
- name: Silver
description: $60/year. 100,000 records per file, 1,000,000 records per day.
- name: Gold
description: $500/year. 10,000,000 records per file, 10,000,000 records per day.
- name: Enterprise
description: $7,500/year. Self-hosted Docker, unlimited generation, organization-wide access.
maintainers:
- FN: Kin Lane
email: kin@apievangelist.com
- name: Mockaroo, LLC
url: https://www.mockaroo.com
email: support@mockaroo.com