ChatGPT Test Automation Integration
ChatGPT is often the first place a non-technical team member turns to figure out how something should work. This integration lets that same conversation turn directly into a real, running test.
Describe it, get a real test
Product managers, support leads, and less technical QA staff can describe what should happen in an app, but usually have no path from that description to an automated test without looping in an engineer. This closes that gap. See the full ContextQA MCP server →
1. Connect
Turn on Developer Mode in ChatGPT settings and add ContextQA as a connector, then sign in once through OAuth 2.0.
2. Describe
Describe the test scenario to ChatGPT in plain language. No code, no test framework knowledge needed.
3. Ship
ContextQA runs it against web, mobile, or API on your schedule, and reports back failures and root cause in plain language.
"Customers say the password reset is broken on mobile."
Building & running against mobile
Confirmed broken, within the hour
What non-technical teams ask ChatGPT to do
Describe, don't code
"Do I need to code to use this?"
No. Built for exactly that case: describing a scenario without writing test scripts.
Test Generation · 9 toolsSupport & PM scenario capture
"Customers are complaining about a broken password reset flow on mobile."
A support lead describes it to ChatGPT; ContextQA builds and runs the test the same hour.
Execution & Results · 10 toolsDevelopers still customize
"Can developers still customize the generated tests?"
Yes, generated tests can be edited and extended like any other test in ContextQA.
Code Export · 4 toolsWeb, mobile, and API
"Does this work for mobile apps too?"
Yes. Web, mobile, and API are all supported through the same conversation.
Suites & Plans · 7 toolsConnect in under 2 minutes
- A ContextQA account
- ChatGPT with Developer Mode access
- Two minutes
- In ChatGPT, go to Settings → Connectors → Advanced → Developer Mode
- Add a connector using the server URL shown here, then sign in
- Ask ChatGPT "List my test cases" to confirm it's connected
No code, no config files. Developer Mode is currently a beta feature in ChatGPT settings.
Using Claude or Cursor instead? They connect the same way, over HTTP, at mcp.contextqa.com/mcp.
https://mcp.contextqa.com/mcp
If something doesn't connect
ChatGPT doesn't show the ContextQA tools
Reconnect the connector from Settings → Connectors, and start a new chat. Tools load at the start of a session.
The browser sign-in seems stuck
Wait for the callback page to finish and redirect automatically before closing the tab. Closing it early cancels the sign-in.
Getting an authentication error after it worked before
Tokens refresh automatically every 8 hours. If a session sat idle much longer than that, reconnect the same way.
One conversation, the whole toolbox
Every test ChatGPT generates can also be exported as Playwright or Cypress code, so nothing lives only inside a chat window.
Common questions
No. This integration is built for exactly that case, describing a scenario without writing test scripts.
Yes, generated tests can be edited and extended like any other test in ContextQA.
Yes, web, mobile, and API are all supported.
ChatGPT connects to ContextQA's MCP server using OpenAI's Developer Mode connectors, a beta feature in ChatGPT settings. It runs on the same open MCP standard Claude and Cursor use, not a bespoke integration built with OpenAI.
Yes. The same ContextQA MCP server works with Claude, Cursor, and any MCP-compatible client over HTTP.
See a plain-language scenario turn into a running test
Book a 20-minute demo and describe a test scenario to ChatGPT live.
Book a Demo Using a different AI tool? Browse all ContextQA integrations →