Bring Test Management
to Pydantic AI
Create your Vinkius account to connect Zephyr Scale (SmartBear) to Pydantic AI and start using all 10 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 Zephyr Scale (SmartBear) MCP Server?
Connect your Zephyr Scale (SmartBear) account to any AI agent and manage your enterprise quality assurance infrastructure through natural conversation.
What you can do
- Test Case Discovery — List and browse all test cases within a Jira project and retrieve specific keys (e.g., PROJ-T1) for deep inspection
- Cycle Monitoring — Browse test cycles to see how test runs are grouped for specific releases, sprints, or regression cycles
- Execution Tracking — Monitor real-time test execution results (Pass, Fail, Blocked) and retrieve step-by-step progress details
- Test Planning — List high-level test plans to understand your overall testing strategy and project scope
- Folder Navigation — Explore the organizational hierarchy of your test cases, cycles, and plans to find specific work items
- Environment Audit — List configured test environments (Staging, Production) and custom statuses available for your project
- Step-by-Step Insights — Retrieve full objective, preconditions, and detailed test scripts for any individual test case
How it works
- Subscribe to this server
- Enter your Zephyr Scale API Token
- Start managing your QA cycles through Claude, Cursor, or any MCP-compatible client
No more manual navigation through complex Jira plugins to find a test script. Your AI agent becomes your QA operations coordinator.
Who is this for?
- QA Engineers — monitor test execution results and audit test case scripts through simple chat commands
- Test Managers — quickly surface test cycle progress and verify test plan organization without manual filtering
- Release Managers — check the execution status of regression cycles before approving production deployments
- Developers — lookup test steps and preconditions for failed executions to rapidly debug software defects
Built-in capabilities (10)
Retrieves full details of a Zephyr Scale test execution
Retrieves full details of a Zephyr Scale test case
Retrieves full details of a Zephyr Scale test cycle
g. Staging, Production). Lists all test environments in a Zephyr Scale project
Lists all test executions in a Zephyr Scale project
Folder type must be TEST_CASE, TEST_CYCLE, or TEST_PLAN. Lists all folders for a specific type within a project
Lists all custom test execution statuses in a project
Provide a Jira project key (e.g. "PROJ"). Returns test case keys, names, and statuses. Paginated. Lists all test cases in a Zephyr Scale project
Test cycles group test runs for a release or sprint. Lists all test cycles in a Zephyr Scale project
Lists all test plans in a Zephyr Scale project
Why Pydantic AI?
Pydantic AI validates every Zephyr Scale (SmartBear) tool response against typed schemas, catching data inconsistencies at build time. Connect 10 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 Zephyr Scale (SmartBear) 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 Zephyr Scale (SmartBear) connection logic from agent behavior for testable, maintainable code
Zephyr Scale (SmartBear) in Pydantic AI
Why run Zephyr Scale (SmartBear) with Vinkius?
The Zephyr Scale (SmartBear) 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 10 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 Zephyr Scale (SmartBear) using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Zephyr Scale (SmartBear) and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Zephyr Scale (SmartBear) 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
Zephyr Scale (SmartBear) for Pydantic AI
Every request between Pydantic AI and Zephyr Scale (SmartBear) 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 test steps for a case through the agent?
Yes. The get_test_case tool allows your AI agent to retrieve the full script for any test key, providing the exact sequence of steps, test data, and expected results defined in Zephyr Scale.
How do I see the progress of a specific test cycle via chat?
Use the get_test_cycle tool. Provide the unique cycle key, and your agent will return the cycle status, planned dates, and high-level execution statistics to help you monitor testing progress.
Is it possible to see the results of individual test runs?
Absolutely. Using the get_execution_details tool, your agent can retrieve step-by-step results for any execution, including comments and execution time, helping you identify exactly where a test failed.
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 Zephyr Scale (SmartBear) 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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