Mabl (AI-Powered Test Automation) MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Mabl (AI-Powered Test Automation) as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="mabl_ai_powered_test_automation_agent",
tools=tools,
system_message=(
"You help users with Mabl (AI-Powered Test Automation). "
"10 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
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 Mabl (AI-Powered Test Automation) MCP Server
Connect your Mabl account to any AI agent and take full control of your AI-powered E2E testing and quality orchestration through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Mabl (AI-Powered Test Automation) tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
What you can do
- Plan Orchestration — List all test plans and trigger immediate executions across specific environments (staging, production) directly from your agent
- Execution Monitoring — Track the real-time status of ongoing test runs and retrieve detailed outcome summaries including pass/fail rates and durations
- AI Failure Analysis — Deep-dive into execution results to extract precise failure reasons, diagnostic insights, and visual screenshots for rapid debugging
- Environment Audit — List configured testing environments and retrieve associated variables to ensure accurate test execution context
- App & API Discovery — Enumerate all monitored applications and their target URLs (web + API) to manage your testing grid securely
- Label & Tag Management — Discover and list plan labels used to group and trigger specific testing suites across your organization
The Mabl (AI-Powered Test Automation) MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen 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 Mabl (AI-Powered Test Automation) to AutoGen via MCP
Follow these steps to integrate the Mabl (AI-Powered Test Automation) MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 10 tools from Mabl (AI-Powered Test Automation) automatically
Why Use AutoGen with the Mabl (AI-Powered Test Automation) MCP Server
AutoGen provides unique advantages when paired with Mabl (AI-Powered Test Automation) through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Mabl (AI-Powered Test Automation) tools to solve complex tasks
Role-based architecture lets you assign Mabl (AI-Powered Test Automation) tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Mabl (AI-Powered Test Automation) tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Mabl (AI-Powered Test Automation) tool responses in an isolated environment
Mabl (AI-Powered Test Automation) + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Mabl (AI-Powered Test Automation) MCP Server delivers measurable value.
Collaborative analysis: one agent queries Mabl (AI-Powered Test Automation) while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Mabl (AI-Powered Test Automation), a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Mabl (AI-Powered Test Automation) data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Mabl (AI-Powered Test Automation) responses in a sandboxed execution environment
Mabl (AI-Powered Test Automation) MCP Tools for AutoGen (10)
These 10 tools become available when you connect Mabl (AI-Powered Test Automation) to AutoGen via MCP:
mb.get_app
Get full details of a Mabl application including name, description, targets (web URLs + API base URLs), and labels
mb.get_execution
Get full details of a Mabl execution result including status, duration, test outcomes, failure analysis, and screenshots
mb.list_apps
Use this to lookup application details. List all applications on Mabl. Mabl is an AI-powered E2E testing platform for web, mobile, and API testing with self-healing tests
mb.list_envs
). Returns env names, IDs, and environment variables. List all environments on Mabl
mb.list_executions
List latest execution results on Mabl
mb.list_labels
Returns label names and associated plan counts. List all labels (tags) used in Mabl plans
mb.list_plans
Returns plan names, statuses, triggers, and linked apps/envs. List all test plans (run policies) on Mabl
mb.list_tests
List all API tests on Mabl
mb.trigger_plan
Trigger a Mabl plan run via deployment event
mb.workspace_info
Does not require args. Get workspace info for the authenticated Mabl API key including workspace name, org, and key metadata
Example Prompts for Mabl (AI-Powered Test Automation) in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Mabl (AI-Powered Test Automation) immediately.
"List all my Mabl test plans"
"Trigger the 'Checkout-Regression' plan in the Staging environment"
"Show me the details for the last failed execution"
Troubleshooting Mabl (AI-Powered Test Automation) MCP Server with AutoGen
Common issues when connecting Mabl (AI-Powered Test Automation) to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Mabl (AI-Powered Test Automation) + AutoGen FAQ
Common questions about integrating Mabl (AI-Powered Test Automation) MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect Mabl (AI-Powered Test Automation) with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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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.
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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 Mabl (AI-Powered Test Automation) to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.