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Specmatic

Ship AI-Ready APIs 10x Faster. No-Code, Unified API Governance. Zero Contract Drift. Transform your API specs into executable contracts in seconds.

Welcome to Specmatic 👋

Shift-left API Integration

Auto-fix integration drift before integration

Specmatic turns API specifications into executable contracts, continuously verifying that every change made by AI coding agents and engineers stays true to the intended behaviour.

Ship AI-ready APIs 10x faster, from intent to implementation, with Spec-Driven API Development.

Design, validate, test and govern high-quality APIs at scale. Specmatic brings the entire API development lifecycle together around the same API specifications, transforming OpenAPI/Swagger, Arazzo, AsyncAPI, GraphQL, gRPC and WSDL into executable contracts.


🚀 The Specmatic Platform

One set of API specifications. An entire lifecycle of development, testing and governance.

Product What It Does
✍️ Scribe AI-native API Designer – Go from idea to high-quality, AI-ready API specifications.
🔍 Skeptic API Linter – Validate API specifications and examples to catch design issues early.
🧪 Studio Visual Contract Testing & Mocking – Design, execute and explore contract tests and service virtualisation without writing code.
⚙️ Core Developer CLI & Libraries – Automate contract testing, service virtualisation and specification-driven testing in local development and CI/CD.
📊 Insights Continuous API Governance – Gain visibility into API quality, compatibility and compliance across your API ecosystem.
🤖 Genie AI Agent Harness – Enable AI coding agents to design, implement, test and evolve APIs while continuously verifying alignment with specifications.

🔧 What Can You Build with Specmatic?

  • Contract Testing: Verify that API implementations conform to their specifications.
  • Service Virtualisation: Generate realistic mocks from API specifications to develop and test services independently.
  • Dynamic Test Generation: Automatically generate tests, including boundary and negative scenarios, from API specifications.
  • Backward Compatibility Testing: Detect breaking API changes before they affect consumers.
  • Async Contract Testing: Validate event-driven interactions involving Kafka, MQTT, SNS/SQS, RabbitMQ, ActiveMQ and other messaging systems.
  • Workflow Testing: Validate multi-step API interactions and business workflows using Arazzo specifications.
  • AI-Assisted Development: Keep AI-generated implementations aligned with API specifications through continuous verification.
  • Continuous Governance: Track API quality, compatibility and specification coverage across teams and repositories.

💻 Explore Our Open-Source Projects

⚙️ Specmatic Core

Contract testing and service virtualisation, powered by API specifications.

specmatic/specmatic →

The open-source engine behind Specmatic's contract testing and mocking capabilities.

Use Specmatic Core to:

  • Run specification-driven contract tests against API implementations.
  • Generate mock services directly from API specifications.
  • Detect breaking changes and implementation drift.
  • Generate positive, negative and boundary-value test scenarios.
  • Integrate contract verification into developer workflows and CI/CD pipelines.

🧪 Sample Projects

Learn by example with ready-to-run projects demonstrating contract testing, service virtualisation and integrations with popular development frameworks.

Explore Sample Projects →

🔄 CI/CD Integrations

Bring continuous API verification and governance into your delivery pipelines.

Specmatic Insights GitHub Build Reporter →


📚 Learn Spec-Driven API Development

Whether you're getting started with contract testing or building AI-native API development workflows, we've got you covered.

Resource Description
🌐 Website Explore the Specmatic platform and its capabilities.
📖 Documentation Guides, reference documentation and integration examples.
🎓 Specademy Hands-on courses to learn spec-driven API development.
🎥 YouTube Tutorials, demos, webinars and technical deep dives.
💬 GitHub Discussions Ask questions, share ideas and connect with the community.

🤝 Join the Community

Specmatic is built for developers who believe API specifications should do more than document APIs. They should drive development, testing and governance.

We welcome contributions from the community!

  • ⭐ Star our repositories to support open-source API development.
  • 🐛 Report bugs or suggest improvements through GitHub Issues.
  • 🛠️ Contribute code, documentation or examples by opening pull requests.
  • 💬 Join discussions to ask questions, share feedback and exchange ideas.

Start with the Specmatic Core repository and check its contributing guidelines.


Build with specifications. Verify continuously. Integrate confidently.

Get Started · Explore Specmatic · Join the Community

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