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BugBug MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 12 tools to Get Ips, Get Suite, Get Suite Run, and more

Built by Vinkius GDPR 12 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect BugBug through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The BugBug app connector for OpenAI Agents SDK is a standout in the Developer Tools category — giving your AI agent 12 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

python
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="BugBug Assistant",
            instructions=(
                "You help users interact with BugBug. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from BugBug"
        )
        print(result.final_output)

asyncio.run(main())
BugBug
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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 BugBug MCP Server

Connect your BugBug account to any AI agent and take full control of your automated browser testing and application quality monitoring through natural conversation.

The OpenAI Agents SDK auto-discovers all 12 tools from BugBug through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries BugBug, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Test Orchestration — List and run high-fidelity automated browser tests in the cloud programmatically, including support for custom environment IDs
  • Suite Execution Architecture — Trigger entire test suites to run simultaneously and monitor their aggregate results to oversee platform-wide quality in real-time
  • Run Intelligence — Retrieve detailed high-fidelity reports and execution status for every test run to identify regressions and friction points instantly
  • History & Performance Monitoring — Access complete historical records of past test and suite runs to coordinate your QA trends programmatically
  • Infrastructure Visibility — Access high-fidelity metadata for your projects and retrieve BugBug IP addresses for secure firewall allowlisting directly through your agent

The BugBug MCP Server exposes 12 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.

All 12 BugBug tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to BugBug through Vinkius, your AI agent gets direct access to every tool listed below — spanning browser-automation, end-to-end-testing, no-code-testing, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

get_ips

Get BugBug IP addresses

get_suite

Get details for a specific suite

get_suite_run

Get status of a suite run

get_test

Get details for a specific test

get_test_run

Get status of a test run

list_projects

List all projects

list_suite_runs

List recent suite runs

list_suites

List all test suites

list_test_runs

List recent test runs

list_tests

List all tests

run_suite

Run a specific test suite

run_test

Run a specific test

Connect BugBug to OpenAI Agents SDK via MCP

Follow these steps to wire BugBug into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 12 tools from BugBug

Why Use OpenAI Agents SDK with the BugBug MCP Server

OpenAI Agents SDK provides unique advantages when paired with BugBug through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

BugBug + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the BugBug MCP Server delivers measurable value.

01

Automated workflows: build agents that query BugBug, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries BugBug, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through BugBug tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query BugBug to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for BugBug in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with BugBug immediately.

01

"List all my automated tests in BugBug."

02

"Run the 'Smoke Test' suite (ID: 'suite_456') in the 'Staging' environment."

03

"Show the status and results for the latest test run ID 'run_789'."

Troubleshooting BugBug MCP Server with OpenAI Agents SDK

Common issues when connecting BugBug to OpenAI Agents SDK through the Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

BugBug + OpenAI Agents SDK FAQ

Common questions about integrating BugBug MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.