Bring Test Management
to Pydantic AI
Create your Vinkius account to connect Xray (Test Management) to Pydantic AI and start using all 9 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Xray (Test Management) MCP Server?
Connect your Xray Test Management account to any AI agent and manage your quality assurance workflows through natural conversation.
What you can do
- Test Case Discovery — List and browse all test cases within your project and retrieve unique test keys (e.g., TST-1) for deep inspection
- Execution Monitoring — List and track test execution records to monitor real-time QA results and overall release readiness
- Granular Results — Retrieve detailed results for specific executions to see which steps passed, failed, or encountered errors
- Test Planning — Browse high-level test plans and retrieve scope details to understand your testing strategy and progress
- Logical Grouping — List test sets to see how individual test cases are organized into functional or regression groups
- Historical Auditing — Retrieve the complete run history for a single test across multiple execution cycles to identify flaky tests
- Project Config — Verify environment settings and status mappings to ensure your agent is aligned with your project's workflow
How it works
- Subscribe to this server
- Enter your Xray Client ID and Client Secret
- Start managing your QA library through Claude, Cursor, or any MCP-compatible client
No more manual filtering through complex Jira issue lists to find a test result. Your AI agent becomes your QA operations analyst.
Who is this for?
- QA Engineers — monitor test execution results and audit test case history through simple chat commands
- Test Managers — quickly surface test plan progress and verify test set organization without manual navigation
- Product Owners — check the latest execution status before releases to ensure quality standards are met
- Developers — lookup test steps and preconditions for failed executions to rapidly debug issues
Built-in capabilities (9)
Retrieves granular results for a specific test execution
Retrieves individual test run instances for a specific test
Retrieves comprehensive details for a specific Xray test case
Retrieves details for a specific test plan
Retrieves Xray project configuration and field mappings
Lists all test execution records
Lists all test plans configured in Xray
Lists all test sets (groups of tests)
g. TST-1). Lists all test cases in the Xray project
Why Pydantic AI?
Pydantic AI validates every Xray (Test Management) tool response against typed schemas, catching data inconsistencies at build time. Connect 9 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
- —
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
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Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Xray (Test Management) integration code
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Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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Dependency injection system cleanly separates your Xray (Test Management) connection logic from agent behavior for testable, maintainable code
Xray (Test Management) in Pydantic AI
Why run Xray (Test Management) with Vinkius?
The Xray (Test Management) connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 9 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Xray (Test Management) using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Xray (Test Management) and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Xray (Test Management) to Pydantic AI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Xray (Test Management) for Pydantic AI
Every request between Pydantic AI and Xray (Test Management) is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can I check the specific steps of a test case through the agent?
Yes. The get_test_details tool allows your AI agent to retrieve the full technical metadata for any test key, including the defined test steps, preconditions, and any linked requirement issues.
How do I find out which tests failed in a recent execution?
You can use the get_execution_details tool. Provide the unique execution key, and your agent will return a granular breakdown of the results, highlighting tests that failed or were aborted.
Is it possible to see the progress of a test plan via chat?
Absolutely. Using the get_test_plan_details tool, your agent can retrieve the scope and real-time progress metrics for any plan ID, helping you monitor overall QA coverage for a release.
How does Pydantic AI discover MCP tools?
Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.
Does Pydantic AI validate MCP tool responses?
Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
Can I switch LLM providers without changing MCP code?
Absolutely. Pydantic AI abstracts the model layer. your Xray (Test Management) MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
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