Katalon TestOps (AI Test Management) MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Katalon TestOps (AI Test Management) through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Katalon TestOps (AI Test Management) Assistant",
instructions=(
"You help users interact with Katalon TestOps (AI Test Management). "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Katalon TestOps (AI Test Management)"
)
print(result.final_output)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Katalon TestOps (AI Test Management) MCP Server
Connect your Katalon TestOps account to any AI agent and take full control of your AI-powered test management and quality orchestration through natural conversation.
The OpenAI Agents SDK auto-discovers all 10 tools from Katalon TestOps (AI Test Management) through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Katalon TestOps (AI Test Management), another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
What you can do
- Execution Orchestration — List all test runs and trigger immediate re-executions of specific suites to verify bug fixes directly from your agent
- Quality Analytics — Retrieve detailed test outcome summaries, including pass/fail rates, execution durations, and error stack traces
- Diagnostic Inspection — Deep-dive into individual test results to extract application logs, error messages, and visual screenshots for rapid debugging
- Environment Audit — List configured execution environments to understand target OS, browser, and device distributions across your projects
- Release Management — Monitor defined software releases and track aggregated test run statistics to ensure build quality before deployment
- Project CRM — Navigate across multiple Katalon projects and retrieve detailed metadata including team assignments and suite counts securely
The Katalon TestOps (AI Test Management) MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Katalon TestOps (AI Test Management) to OpenAI Agents SDK via MCP
Follow these steps to integrate the Katalon TestOps (AI Test Management) MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 10 tools from Katalon TestOps (AI Test Management)
Why Use OpenAI Agents SDK with the Katalon TestOps (AI Test Management) MCP Server
OpenAI Agents SDK provides unique advantages when paired with Katalon TestOps (AI Test Management) through the Model Context Protocol.
Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Katalon TestOps (AI Test Management) + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Katalon TestOps (AI Test Management) MCP Server delivers measurable value.
Automated workflows: build agents that query Katalon TestOps (AI Test Management), process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries Katalon TestOps (AI Test Management), another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Katalon TestOps (AI Test Management) tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Katalon TestOps (AI Test Management) to resolve tickets, look up records, and update statuses without human intervention
Katalon TestOps (AI Test Management) MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Katalon TestOps (AI Test Management) to OpenAI Agents SDK via MCP:
get_project
Get full details of a Katalon project
get_test_result
Get full details of a single Katalon test result
get_test_run
Get full details of a Katalon test run
list_execution_environments
List execution environments in a Katalon project
list_project_builds
Returns build identifier names, IDs, and the count of associated test runs. List software builds in a Katalon project
list_project_releases
Returns release names, scheduled dates, and aggregated test run statistics. List defined releases in a Katalon project
list_projects
Returns project names, IDs, and descriptions. List all projects on Katalon TestOps
list_test_results
Returns durations, statuses, and error messages. List detailed test results within a test run
list_test_runs
Returns run IDs, pass/fail status, total counts, and execution durations. List test runs within a Katalon project
rerun_test_run
Returns the newly created test run ID. Re-run an existing Katalon test run
Example Prompts for Katalon TestOps (AI Test Management) in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Katalon TestOps (AI Test Management) immediately.
"List the last 5 test runs in project 'E-commerce API' (ID: 123)"
"Rerun test run ID 986"
"What are the active releases defined in project 123?"
Troubleshooting Katalon TestOps (AI Test Management) MCP Server with OpenAI Agents SDK
Common issues when connecting Katalon TestOps (AI Test Management) to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Katalon TestOps (AI Test Management) + OpenAI Agents SDK FAQ
Common questions about integrating Katalon TestOps (AI Test Management) MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Katalon TestOps (AI Test Management) with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Katalon TestOps (AI Test Management) to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.