Bring Test Automation
to AutoGen
Create your Vinkius account to connect Mabl (AI-Powered Test Automation) to AutoGen 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 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.
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
How it works
- Subscribe to this server
- Enter your Mabl API Key
- Start managing your test automation from Claude, Cursor, or any MCP-compatible client
Who is this for?
- QA Automation Engineers — trigger complex test plans and analyze failure diagnostics through natural conversation without leaving your IDE
- Software Developers — verify build quality and retrieve session screenshots to debug UI regressions directly from your workspace
- DevOps Teams — audit CI/CD test results and monitor environment health across multiple Mabl projects efficiently
Built-in capabilities (10)
Get full details of a Mabl application including name, description, targets (web URLs + API base URLs), and labels
Get full details of a Mabl execution result including status, duration, test outcomes, failure analysis, and screenshots
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
). Returns env names, IDs, and environment variables. List all environments on Mabl
List latest execution results on Mabl
Returns label names and associated plan counts. List all labels (tags) used in Mabl plans
Returns plan names, statuses, triggers, and linked apps/envs. List all test plans (run policies) on Mabl
List all API tests on Mabl
Trigger a Mabl plan run via deployment event
Does not require args. Get workspace info for the authenticated Mabl API key including workspace name, org, and key metadata
Why AutoGen?
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.
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Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Mabl (AI-Powered Test Automation) tools to solve complex tasks
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Role-based architecture lets you assign Mabl (AI-Powered Test Automation) tool access to specific agents. a data analyst queries while a reviewer validates
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Human-in-the-loop support: agents can pause for human approval before executing sensitive Mabl (AI-Powered Test Automation) tool calls
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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) in AutoGen
Why run Mabl (AI-Powered Test Automation) with Vinkius?
The Mabl (AI-Powered Test Automation) 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 Mabl (AI-Powered Test Automation) using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Mabl (AI-Powered Test Automation) and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Mabl (AI-Powered Test Automation) to AutoGen 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
Mabl (AI-Powered Test Automation) for AutoGen
Every request between AutoGen and Mabl (AI-Powered Test Automation) 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 see exactly why a Mabl test failed using my agent?
Yes. Use the mb.get_execution tool with a specific Execution ID. Your agent will retrieve deep diagnostic information, including the failure reason, test outcomes, and visual screenshots to help you identify UI regressions instantly.
How do I trigger a specific test plan through a conversation?
The mb.trigger_plan tool allows your agent to start executions associated with a Plan ID or Label. You can also specify an optional Environment ID to target a specific stage (e.g., Staging vs Prod) for your automated tests.
Can my agent list all available testing environments in my account?
Absolutely. Use the mb.list_envs tool to identify all configured environments. Your agent will report the environment names, IDs, and any associated environment variables defined in Mabl.
How does AutoGen connect to MCP servers?
Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Mabl (AI-Powered Test Automation) tools during their conversation turns.
Can different agents have different MCP tool access?
Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
Does AutoGen support human approval for tool calls?
Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.
McpWorkbench not found
Install: pip install "autogen-ext[mcp]"
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