Bring Load Testing
to Google ADK
Create your Vinkius account to connect Grafana k6 Cloud (Load Testing) to Google ADK 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 Grafana k6 Cloud (Load Testing) MCP Server?
Connect your Grafana Cloud k6 account to any AI agent and take full control of your performance engineering and load testing lifecycle through natural conversation.
What you can do
- Test Orchestration — List all cloud-hosted load tests and retrieve detailed script configurations and Virtual User (VU) setups directly from your agent
- Execution Management — Start new test runs on k6 Cloud infrastructure and abort active executions instantly to manage system resources
- Metrics Analytics — Retrieve aggregated performance metrics (latency, error rates, throughput) for completed runs to understand system behavior under load
- Threshold Audit — Get detailed threshold evaluation results to verify if your application meets specific SLOs and performance requirements
- Organization & Projects — Navigate across multiple organizations and projects to manage complex testing environments securely
- Real-time Monitoring — Poll ongoing test runs to track status transitions (QUEUED, RUNNING, FINISHED) and total execution durations
How it works
- Subscribe to this server
- Enter your k6 Cloud API Token
- Start managing your load tests from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Performance Engineers — trigger load tests and analyze metrics through natural conversation without jumping between dashboards
- DevOps & SREs — monitor application thresholds and verify performance regressions after recent deployments
- QA Automation — audit test run histories and report on overall system reliability across different environments efficiently
Built-in capabilities (10)
Get full details of a k6 test run
g., http_req_duration, http_req_failed, iterations, VUs, data_received, etc.). Get performance metrics for a k6 run
Get threshold evaluation results for a k6 run
Get full details of a k6 test
Returns organization names, IDs, and member counts. List organizations on k6 Cloud
Projects contain tests. List projects in a k6 Cloud organization
Returns run IDs, status states (QUEUED/RUNNING/FINISHED/ABORTED), VU counts, durations, and timestamps. List test runs for a specific k6 test
Returns test names, IDs, scripts, and last run statuses. List all load tests on Grafana Cloud k6
Returns the new active run ID for tracking. Start a new k6 Cloud test run
Stop a running k6 Cloud test
Why Google ADK?
Google ADK natively supports Grafana k6 Cloud (Load Testing) 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.
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Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
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Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Grafana k6 Cloud (Load Testing)
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Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
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Seamless integration with Google Cloud services means you can combine Grafana k6 Cloud (Load Testing) tools with BigQuery, Vertex AI, and Cloud Functions
Grafana k6 Cloud (Load Testing) in Google ADK
Why run Grafana k6 Cloud (Load Testing) with Vinkius?
The Grafana k6 Cloud (Load Testing) 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 Grafana k6 Cloud (Load Testing) using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Grafana k6 Cloud (Load Testing) and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Grafana k6 Cloud (Load Testing) to Google ADK 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
Grafana k6 Cloud (Load Testing) for Google ADK
Every request between Google ADK and Grafana k6 Cloud (Load Testing) 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 if a load test passed its performance thresholds using my agent?
Yes. Use the get_run_thresholds tool with a specific Run ID. Your agent will retrieve the final evaluation for all defined thresholds in the script, indicating which specific SLOs passed or failed.
How do I start a new k6 Cloud test run through a conversation?
Use the start_test_run tool by providing the Test ID. Your agent will trigger the execution on k6 Cloud infrastructure and return an active Run ID that you can use to track real-time progress.
Can my agent retrieve the raw performance metrics for a completed run?
Absolutely. The get_run_metrics tool allows your agent to aggregate data like http_req_duration, error counts, and total iterations, providing a rapid summary of your application's behavior under load.
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.
McpToolset not found
Update: pip install --upgrade google-adk
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