Can I see the exact console errors from a failed browser test through my agent?

Yes. Use the `get_session_details` tool with a specific Session ID. Your agent will retrieve full metadata including console logs, network configurations, and execution artifacts, helping you identify the root cause of the failure instantly.

How do I retrieve the video recording of a specific test execution?

Ask your agent to `get_session_video` for a targeted Session ID. Your agent will return the absolute MP4 URL to stream or download the complete browser session recording, which is essential for debugging flakey UI bugs.

Can my agent check if our secure localhost tunnel is active?

Absolutely. Use the `list_active_tunnels` tool to identify dedicated private connection endpoints. Your agent will report which TestMu AI tunnels are currently running, ensuring you can test local environments from the cloud.

TestMu AI (formerly LambdaTest) MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: TestMu AI (formerly LambdaTest)
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add TestMu AI (formerly LambdaTest) as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="testmu_ai_formerly_lambdatest_agent",
    instruction=(
        "You help users interact with TestMu AI (formerly LambdaTest) "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

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 TestMu AI (formerly LambdaTest) MCP Server

Connect your TestMu AI (formerly LambdaTest) account to any AI agent and take full control of your cross-browser testing and automation orchestration through natural conversation.

Google ADK natively supports TestMu AI (formerly LambdaTest) as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

Build Orchestration — List all test automation builds and retrieve high-level aggregated telemetry for Selenium, Playwright, or Cypress suites directly from your agent
Session Inspection — Deep-dive into individual browser test sessions to extract console errors, network configurations, and exact metadata required for rapid debugging
Visual Artifacts — Fetch absolute URLs for bug screenshots and full video recordings of browser executions to reproduce flakey UI issues instantly
Precision Logging — Extract command-level logs including W3C WebDriver protocols or Playwright RPC calls with precise execution timestamps
Tunnel & Platform Audit — Monitor active secure tunnels for localhost testing and query the grid for supported macOS, Windows, iOS, and Android capabilities
Environment Mapping — Filter and retrieve all child test sessions nested under specific CI/CD builds to isolate and analyze deployment regressions

The TestMu AI (formerly LambdaTest) MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK 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 TestMu AI (formerly LambdaTest) to Google ADK via MCP

Follow these steps to integrate the TestMu AI (formerly LambdaTest) MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 10 tools from TestMu AI (formerly LambdaTest) via MCP

Why Use Google ADK with the TestMu AI (formerly LambdaTest) MCP Server

Google ADK provides unique advantages when paired with TestMu AI (formerly LambdaTest) through the Model Context Protocol.

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with TestMu AI (formerly LambdaTest)

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine TestMu AI (formerly LambdaTest) tools with BigQuery, Vertex AI, and Cloud Functions

TestMu AI (formerly LambdaTest) + Google ADK Use Cases

Practical scenarios where Google ADK combined with the TestMu AI (formerly LambdaTest) MCP Server delivers measurable value.

Enterprise data agents: ADK agents query TestMu AI (formerly LambdaTest) and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine TestMu AI (formerly LambdaTest) tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query TestMu AI (formerly LambdaTest) regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including TestMu AI (formerly LambdaTest)

TestMu AI (formerly LambdaTest) MCP Tools for Google ADK (10)

These 10 tools become available when you connect TestMu AI (formerly LambdaTest) to Google ADK via MCP:

get_build

Get exact telemetry for a specific LambdaTest build

get_build_sessions

Extract all explicit test sessions associated with a Build

get_screenshots

saveScreenshot()` or failure-hook logic within the LambdaTest grid. Fetch visual bug screenshots captured during a test session

get_session

Identifies explicit console errors, network configuration, and URL artifacts necessary to debug why a specific UI interaction failed. Get deep context for a specific automated test session

get_session_logs

Extract precise Selenium/Appium command logs for a test

get_video

Retrieve the full video recording URL for a test execution

list_builds

Groups thousands of executed Selenium, Cypress, Playwright, or Appium browser tests into their respective parent CI/CD builds. List all test automation builds on LambdaTest Cloud

list_platforms

Returns exactly which combinations of macOS, Windows, iOS, and Android versions are actively available in the testing grid. List all supported OS/browser capabilities available

list_sessions

Provides OS, Browser version, execution duration, and final completion status of the Selenium/Playwright scripts. List recent automated test sessions executed on LambdaTest

list_tunnels

List all active secure Tunnels (UnderTest tunnels)

Example Prompts for TestMu AI (formerly LambdaTest) in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with TestMu AI (formerly LambdaTest) immediately.

"List the last 5 automation builds in my TestMu AI account"

"Show me the logs and screenshots for session ID 'abc-123-xyz'"

"Which OS and browser versions are currently supported in the grid?"

Troubleshooting TestMu AI (formerly LambdaTest) MCP Server with Google ADK

Common issues when connecting TestMu AI (formerly LambdaTest) to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

TestMu AI (formerly LambdaTest) + Google ADK FAQ

Common questions about integrating TestMu AI (formerly LambdaTest) MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.