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.

Grafana k6 Cloud (Load Testing) MCP Server for Cursor 10 tools — connect in under 2 minutes

Name: Grafana k6 Cloud (Load Testing)
Availability: InStock
Author: Vinkius

docs.cursor.com/context/model-context-protocol

Built by Vinkius GDPR 10 Tools IDE

Cursor is an AI-first code editor built on VS Code that integrates LLM-powered coding assistance directly into the development workflow. Its Agent mode enables autonomous multi-step coding tasks, and MCP support lets agents access external data sources and APIs during code generation.

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The modern way to manage MCP Servers — no config files, no terminal commands. Install Grafana k6 Cloud (Load Testing) and 2,500+ MCP Servers from a single visual interface.

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Classic Setup·json

{
  "mcpServers": {
    "grafana-k6-cloud-load-testing": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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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 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.

Cursor's Agent mode turns Grafana k6 Cloud (Load Testing) into an in-editor superpower. Ask Cursor to generate code using live data from Grafana k6 Cloud (Load Testing) and it fetches, processes, and writes. all in a single agentic loop. 10 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.

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

The Grafana k6 Cloud (Load Testing) MCP Server exposes 10 tools through the Vinkius. Connect it to Cursor 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 Grafana k6 Cloud (Load Testing) to Cursor via MCP

Follow these steps to integrate the Grafana k6 Cloud (Load Testing) MCP Server with Cursor.

Open MCP Settings

Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"

Add the server config

Paste the JSON configuration above into the mcp.json file that opens

Save the file

Cursor will automatically detect the new MCP server

Start using Grafana k6 Cloud (Load Testing)

Open Agent mode in chat and ask: "Using Grafana k6 Cloud (Load Testing), help me...". 10 tools available

Why Use Cursor with the Grafana k6 Cloud (Load Testing) MCP Server

Cursor AI Code Editor provides unique advantages when paired with Grafana k6 Cloud (Load Testing) through the Model Context Protocol.

Agent mode turns Cursor into an autonomous coding assistant that can read files, run commands, and call MCP tools without switching context

Cursor's Composer feature can generate entire files using real-time data fetched through MCP. no copy-pasting from external dashboards

MCP tools appear alongside built-in tools like file reading and terminal access, creating a unified agentic environment

VS Code extension compatibility means your existing workflow, keybindings, and extensions all work alongside MCP tools

Grafana k6 Cloud (Load Testing) + Cursor Use Cases

Practical scenarios where Cursor combined with the Grafana k6 Cloud (Load Testing) MCP Server delivers measurable value.

Code generation with live data: ask Cursor to generate a security report module using live DNS and subdomain data fetched through MCP

Automated documentation: have Cursor query your API's tool schemas and generate TypeScript interfaces or OpenAPI specs automatically

Infrastructure-as-code: Cursor can fetch domain configurations and generate corresponding Terraform or CloudFormation templates

Test scaffolding: ask Cursor to pull real API responses via MCP and generate unit test fixtures from actual data

Grafana k6 Cloud (Load Testing) MCP Tools for Cursor (10)

These 10 tools become available when you connect Grafana k6 Cloud (Load Testing) to Cursor via MCP:

get_run

Get full details of a k6 test run

get_run_metrics

g., http_req_duration, http_req_failed, iterations, VUs, data_received, etc.). Get performance metrics for a k6 run

get_run_thresholds

Get threshold evaluation results for a k6 run

get_test

Get full details of a k6 test

list_organizations

Returns organization names, IDs, and member counts. List organizations on k6 Cloud

list_projects

Projects contain tests. List projects in a k6 Cloud organization

list_runs

Returns run IDs, status states (QUEUED/RUNNING/FINISHED/ABORTED), VU counts, durations, and timestamps. List test runs for a specific k6 test

list_tests

Returns test names, IDs, scripts, and last run statuses. List all load tests on Grafana Cloud k6

start_test_run

Returns the new active run ID for tracking. Start a new k6 Cloud test run

stop_test_run

Stop a running k6 Cloud test

Example Prompts for Grafana k6 Cloud (Load Testing) in Cursor

Ready-to-use prompts you can give your Cursor agent to start working with Grafana k6 Cloud (Load Testing) immediately.

"List all my load tests in k6 Cloud"

"Show me the performance metrics for the last run of the 'API Stress Test'"

"Start a new test run for 'Checkout Flow' (ID: 456)"

Troubleshooting Grafana k6 Cloud (Load Testing) MCP Server with Cursor

Common issues when connecting Grafana k6 Cloud (Load Testing) to Cursor through the Vinkius, and how to resolve them.

Tools not appearing in Cursor

Ensure you are in Agent mode (not Ask mode). MCP tools only work in Agent mode.

Server shows as disconnected

Check Settings → Features → MCP and verify the server status. Try clicking the refresh button.

Grafana k6 Cloud (Load Testing) + Cursor FAQ

Common questions about integrating Grafana k6 Cloud (Load Testing) MCP Server with Cursor.

What is Agent mode and why does it matter for MCP?

Agent mode is Cursor's autonomous execution mode where the AI can perform multi-step tasks: reading files, editing code, running terminal commands, and calling MCP tools. Without Agent mode, Cursor operates in a simpler ask-and-answer mode that doesn't support tool calling. Always ensure you're in Agent mode when working with MCP servers.

Where does Cursor store MCP configuration?

Cursor looks for MCP server configurations in a mcp.json file. You can configure servers at the project level (.cursor/mcp.json in your project root) or globally (~/.cursor/mcp.json). Project-level configs take precedence.

Can Cursor use MCP tools in inline edits?

No. MCP tools are only available in Agent mode through the chat panel. Inline completions and Tab suggestions do not trigger MCP tool calls. This is by design. tool calls require user visibility and approval.

How do I verify MCP tools are loaded?

Open Settings → Features → MCP and look for your server name. A green indicator means the server is connected. You can also check Agent mode's available tools by clicking the tools dropdown in the chat panel.