Test smarter. Ship faster. No context switching.
ContextQA MCP connects your AI assistant, Claude, ChatGPT, or any compatible model, directly to the ContextQA test automation engine. Describe what you want to test. ContextQA handles everything else.
What is ContextQA MCP?
ContextQA MCP is an AI-native interface that connects Claude, ChatGPT, or Cursor directly to our platform. Describe your intent in plain English. MCP maps it to the right actions automatically - chaining API calls, handling multiple data sources, and delivering results without switching tools.
One prompt can trigger 10-20 actions behind the scenes. You stay focused on building. ContextQA handles the testing.
From prompt to production, automatically.
ContextQA MCP acts as an intelligent orchestration layer between your AI assistant and the ContextQA platform. When you type a prompt, MCP interprets your intent and automatically sequences the right platform actions, without you needing to specify individual steps.
Type a prompt
Plain English inside Claude, ChatGPT, or Cursor.
MCP maps intent
Your prompt is translated into the right sequence of platform actions.
Actions execute
Test generation, suite setup, execution, and reporting, all hands-off.
Results delivered
Back to your AI, optionally pushed to JIRA, Slack, or GitHub.
What you can do with ContextQA MCP
Five workflows that used to take hours, tabs, and handoffs. Now they run from a single prompt.
Generate test cases from any source
Pull requirements from JIRA, Linear, PDF, Excel, or URL. Generate test cases in seconds. ContextQA MCP handles multiple formats simultaneously - something the standard UI cannot do.
Learn moreExecute and report without leaving your IDE
Trigger test execution, monitor results, and receive a full summary report, all from within Claude or your preferred AI interface. No need to open the ContextQA platform at all.
Learn moreRun end-to-end workflows with a single command
Create a test case, build a suite, execute it, and push results to Slack, GitHub, or JIRA in one seamless flow. MCP sequences the entire workflow automatically based on your intent.
Learn moreFix bugs faster with AI-assisted reproduction
Provide a ticket reference and MCP will reproduce the bug, work with Claude Code to fix it, verify the fix, and confirm no surrounding tests have broken, then report back automatically.
Learn moreGenerate security, performance, and accessibility tests
Go beyond positive and negative test cases. Ask MCP to generate security, performance, or accessibility scenarios, test types that require additional prompting in the standard UI.
Browse prompt library"I've spent years building tests in Playwright and Cypress. ContextQA MCP is the first setup where I can go from a Jira ticket to a verified suite without ever leaving Claude. It's not just automation, it's how testing should feel."
ContextQA MCP vs. ContextQA Web UI
Both options run on the same ContextQA engine and support web, mobile, and API testing. MCP removes the friction for teams already working in AI-assisted development environments.
| Feature | Web UI | ContextQA MCP | Why it matters |
|---|---|---|---|
| Interface style | Guided, wizard-based | Conversational, prompt-based | No context switching required |
| Multi-source file input | Single file at a time | Multiple formats simultaneously | JIRA + PDF + Excel in one prompt |
| Workflow automation | Step by step | Full end-to-end in one prompt | 10 to 20 actions from a single command |
| Test type range | Positive & negative | Security, performance, accessibility | Broader coverage without extra config |
| IDE integration | No | Yes, works inside Claude and Cursor | Zero platform switching for developers |
| Execution speed | Standard | Direct, faster execution | Runs tests without opening the UI |
| Target user | Manual / semi-manual testers | Devs, automation engineers, PMs | Meets users where they already work |
Why ContextQA MCP, not just Playwright MCP?
Playwright is a powerful open-source test execution framework. But it stops at execution. ContextQA MCP goes further across the full testing lifecycle.
Generates intelligent test cases directly from your actual requirements, not just scripts you write yourself.
Executes tests against your real application environment, not a mocked layer.
Auto-corrects minor input discrepancies before they cause false failures.
Analyses results and surfaces structured reports your team can act on.
Understands your application context, not just how to run a script.
Built for the way modern teams actually work.
Developers
Don't want to switch context to run tests. MCP lives inside the tools you already use, Claude, Cursor, or any MCP-compatible AI assistant.
Automation engineers
With existing coding experience who want to move faster without navigating a platform UI.
Product managers
Need to quickly validate a user story or acceptance criteria without involving a QA team.
Enterprise QA teams
Working at scale who need to integrate testing into CI/CD pipelines, JIRA, Linear, Slack, and GitHub seamlessly.
Frequently asked questions
Get started in two steps.
Takes about a minute to connect. After that, just start prompting.
Connect
Integrate ContextQA MCP with your Claude, Cursor, or any AI environment using the setup guide in the MCP documentation.
Prompt
Tell it what you want to test. ContextQA generates test cases, executes them, and reports results automatically.