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API Testing

API Testing Tools & Solutions: Reach Quality Goals

Comprehensive, AI-enhanced API testing solutions simplify complex test case automation, elevating testing processes and empowering teams to ensure flawless API functionality, performance, and reliability.

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Everything You Need to Test APIs, Start to Finish

Use agentic AI to generate API tests and simulations for API dependencies simply using natural language. Streamline automation and reuse test cases for early performance and security validation. Increase your team’s efficiency and bring high-quality APIs to market faster.

Faster Testing with Agentic AI

Use natural language with agentic AI to slash hours from API test creation and environment setup—so your team can test earlier, faster, and with fewer roadblocks.

Test Any API Interface

With support for 120+ message formats and protocols, testers can easily validate a wide range of use cases and technology stacks.

Shift Left Nonfunctional Testing

Repurpose existing functional test cases to validate nonfunctional requirements early in the SDLC with shift-left API security and performance testing.

Get Faster Feedback with Test Impact Analysis

Test impact analysis pinpoints which API tests to run when your applications changes, so you run less, get faster feedback, and keep your CI/CD pipeline moving.

From Requirements to Test, Move Faster With AI-Enhanced API Testing

Go from natural language or recorded API traffic to complete, parameterized API tests in minutes. With the agentic AI Assistant you’ll automate faster, test earlier, and validate more with ease.

Generate API Tests With Natural Language

With the SOAtest AI Assistant, you can turn service definitions and natural language instructions into complete, parameterized test scenarios with meaningful assertions and test data—just by having a conversation. Whether you’re new to testing or a seasoned pro, you’ll move faster and test smarter.

AI-Driven Validation and MCP Server Support

Use natural language to define validations and pull data from responses—even when outputs are unpredictable. It’s a faster, easier way for you to handle complex scenarios and keep your tests maintainable.

You also get support for testing of AI systems that use Model Context Protocol (MCP) servers, enabling codeless validation of the tools AI agents rely on—all within the SOAtest UI.

Capture Real Traffic & Get Smart, Reusable API Tests—No Code Needed

With Parasoft SOAtest’s Smart API Test Generator, you can record REST calls during UI testing or by proxying traffic between services. Then let AI do the heavy lifting by analyzing flows, extracting parameters, and generating codeless, ready-to-run multi-step API tests with dynamic data flow.

Read Blog: Record & Replay Testing »

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Scale Your API Integration and End-to-End Testing With Drag-and-Drop Automation

You can build and run complex API and end-to-end test scenarios without writing a single line of code, helping your system run smoothly and perform reliably.

How It Works

Visual, codeless tools let you easily create, extend, and organize tests across APIs, web UIs, databases, ESBs, even MCP servers common in AI-infused systems. No deep technical skills are required. Supporting over 120 protocols and message formats, SOAtest gives you a unified framework to validate business logic end-to-end.

Using SOAtest, you can:

  • Create scenario-based flows that mimic real business transactions, helping you find hidden bugs triggered by specific sequences.
  • Build test logic, complex assertions, loops, and data-driven flows with minimal technical expertise.
  • Run individual tests or full suites, and attach regression controls to catch unexpected changes immediately.

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CASE STUDY |
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Northbridge Financial Scales API Testing to Increase Productivity & Deliver ROI

60%

Reduction in test creation time.

80%

Increase in API test coverage.

Continuous Testing & CI/CD Integration

Enable true continuous testing workflows by leveraging API testing in concert with service virtualization and environment management to create resilient, effective, and efficient automated test cases while eliminating environmental obstacles that hinder test velocity and cause testing downtime.

How It Works

Continuous testing is a process that empowers teams to build quality into software development and accelerate the delivery of high-quality customer experiences. SOAtest easily integrates into all popular CI/CD pipelines for execution, quality gates, and reporting.

Teams can optimize testing pull requests by using SOAtest’s test impact analysis to identify and run the subset of test cases required to validate the application changes. Continuously publish test results into Parasoft DTP for advanced reporting, code coverage analysis, API coverage analysis, and requirements traceability.

Leverage Virtualize, SOAtest’s sister solution, to stabilize the environment for automated testing by simulating unstable or unavailable integration and environment components. Testing teams can use Virtualize to create completely virtual test environments that can be deployed or destroyed on demand.

Read Blog: 3 Obstacles to Continuous Testing & How to Remove Them »

Testing Distributed Microservices

API testing for microservices ensures seamless communication between independent service components, guaranteeing reliability and scalability in distributed architectures. By rigorously performing end-to-end testing in microservices architectures, teams maintain robustness and agility, making sure microservices deliver consistent performance across diverse environments.

How It Works

Microservice testing presents a complex challenge for two primary reasons.

  1. Different services utilizing diverse technologies. 
  2. The need to correlate testing outcomes across the entire environment. 

Supporting 120+ protocols and message formats, SOAtest provides teams with rich support and flexibility to craft test scenarios for complex distributed systems. 

It can be difficult to measure how thoroughly microservices have been tested due to their distributed nature. Our code coverage solution helps teams understand the sufficiency of their testing practice by capturing code coverage of Java and .NET microservices as they’re exercised by end-to-end test scenarios. Code coverage is reported for each individual microservice or aggregated for the application as a whole. 

Validating modified microservices in the context of the entire application can be challenging and time-consuming. Parasoft’s test impact analysis identifies and executes the specific subset of end-to-end tests that must be run to validate changes in an individual microservice.

Read Blog: Microservices Testing Challenges »

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2025 Winner

Parasoft Wins 2025 Devies Award for Best Innovation in Microservices & Serverless

Shift Left Nonfunctional Testing

Shift nonfunctional testing left as part of the SDLC process by reusing existing API test cases for API security and performance testing.

How It Works

Use SOAtest with embedded OWASP ZAP or integrate with PortSwigger’s Burp Suite to repurpose API tests for penetration testing with ease. Teams can run security analysis for individual REST APIs or full API scenarios by selecting specific test cases and configuring them to check for vulnerabilities related to OWASP Top 10 or CWE. 

Parasoft’s built-in documentation simplifies steps for testers to remediate errors reported in SOAtest. Managers and security auditors can produce detailed HTML reports that correlate violations to specific OWASP or CWE rule IDs for easy tracking.

Screenshot of a Parasoft SOAtest report on API security issues.
Screenshot of Parasoft SOAtest

Teams can repurpose SOAtest API test cases for performance testing in a similar way. 

  1. Select specific SOAtest API component or scenario test cases and set the load levels to satisfy performance requirements.
  2. Use prebuilt scenarios to monitor server response rates, detect functionality issues under load, and ensure scalability. 
  3. Distribute virtual users across remote servers to simulate extreme loads. Integrate performance testing into CI/CD pipelines to track performance trends over time through SOAtest’s Load Test Continuum, preventing potential issues before they become costly to fix.

Read Blogs:

How to Make API Security Testing an Automated Part of the CI Process »

How to Optimize Performance Testing With a Shift-Left Approach »

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Optimize Test Execution & Maintenance When APIs Change

Test execution and test maintenance can become time-consuming as the number of test cases grows. Optimize test execution by delivering faster feedback on the impact of application changes. Streamline test maintenance with intuitive change templates and automated test case refactoring.

How It Works

SOAtest’s AI-powered test impact analysis helps teams gauge what lines of code each test case executes. It automatically identifies impacted test cases when you modify code. Testers only need to execute the subset of test cases required to validate the changes instead of the entire regression test suite. They can quickly validate application changes and get fast feedback on whether the changes impacted functionality.

When API contracts change, updating the existing test cases to reflect the new schemas can be time-consuming. SOAtest’s Change Advisor helps identify test cases impacted by API changes and swiftly updates them. Change Advisor analyzes the outdated service definition file against the latest version and creates a change template that testers can apply to their entire suite of tests to automatically bulk-refactor the test cases to support the new API schemas.

Read Blog: Improving Test Execution Efficiency With Test Impact Analysis »

 

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Screenshot of Parasoft SOAtest

Keep Your API Testing Flowing Smoothly With AI-Powered Service Virtualization

Overcome testing delays and instability that hold you back. With service virtualization powered by agentic AI, you can eliminate downtime and avoid test failures caused by unavailable or unreliable integration endpoints. Take control of your test environments and speed up your API test automation with confidence.

How It Works

You can quickly and codelessly create data-rich virtual services that simulate API components—making integration and end-to-end testing easier and more reliable.

Use Virtualize to:

  • Generate virtual API services on demand—even before APIs exist—simply by using natural language instructions with the AI Assistant.
  • Build virtual services using service definition files, request/response pairings, and recorded traffic all through codeless, visual tooling.
  • Create adaptive test environments that automatically switch to virtual services whenever live endpoints are unavailable, so your testing never stops.
  • Easily configure virtual endpoints to test how your APIs handle errors like invalid inputs, missing data, or out-of-range values.

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CASE STUDY |

BCI Cuts Software Testing Time in Half With Service Virtualization

50%

Reduction in test flow cycles.

60%

Reduction of certification time.

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Elevate your software testing with Parasoft solutions.

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