How to Use the Guance Cloud / 观测云 MCP in Cursor

Q: How does Cursor use Guance Cloud / 观测云 to help me write better code?

Cursor calls the querydata tool to fetch live metrics and log schemas while you write code. This allows your agent to suggest precise fixes based on real-time production telemetry instead of static assumptions.

Q: Can I check my workspace subscription status in the editor?

Yes, you can run getworkspace and getbilling directly in the chat panel. This lets you inspect your account limits and usage statistics without opening a web browser.

Generate code using live Guance Cloud / 观测云 metrics and debug incidents directly in Cursor.

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Connect Guance Cloud / 观测云 MCP to Cursor

Create your Vinkius account to connect Guance Cloud / 观测云 to Cursor and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Guance Cloud / 观测云 with Cursor

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Code with live telemetry context in Cursor

The `query_data` tool fetches live telemetry directly into your Cursor editor. When writing code, your agent can query real-time performance metrics to check if your new functions are causing latency spikes. This lets you write code that responds to actual system behavior instead of relying on mock data. You can also run `list_log_sources` to ensure your local logging statements match the active schemas in your workspace. This prevents you from deploying code with broken log patterns.

Debug production errors using this MCP Server

The `list_events` tool pulls active production failures directly into your Cursor chat. Connecting this MCP Server lets you ask your agent to investigate, and it will fetch the precise error details using `get_event`. You can then edit the broken code in the same window where you read the error logs. To verify if your code changes will fix the alert, have the agent run `list_monitors` to pull the active threshold logic. This helps you write targeted fixes that satisfy the exact conditions of your `get_monitor` rules.

Map workspace resources while editing

The `list_dashboards` tool lets Cursor scan your active monitoring views to find where your code's metrics are visualized. If you are refactoring a service, your agent can check which dashboards might be affected by the changes. You can also run `get_workspace` to verify you are working with the correct environment context. For administrative tasks, the agent can call `list_access_keys` to check active credentials or `get_billing` to monitor operational spend. This keeps your development environment aligned with your infrastructure reality.

Setup guide

Set up Guance Cloud / 观测云 MCP in Cursor

Prerequisites

Cursor installed (macOS, Windows, or Linux)
Active Vinkius subscription with a valid endpoint token

1

Open MCP Settings

Go to Cursor Settings → MCP or open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and search for "MCP: Add Server".
2

Add the Guance Cloud / 观测云 MCP

Cursor will create or open .cursor/mcp.json in your project root. Paste the JSON snippet on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Enable Agent mode

Open Composer (Cmd+I / Ctrl+I) and switch to Agent mode using the dropdown at the top. MCP tools are only available in Agent mode.
4

Verify the connection

Ask Cursor something like "List my recent Guance Cloud / 观测云 transactions." If the MCP tools are loaded correctly, Cursor will call the Guance Cloud / 观测云 tools automatically. You can also check Settings → MCP for a green status indicator.

.cursor/mcp.json

{
  "mcpServers": {
    "guance-cloud-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Guance Cloud / 观测云. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Guance Cloud / 观测云 MCP in Cursor

Cursor calls the `query_data` tool to fetch live metrics and log schemas while you write code. This allows your agent to suggest precise fixes based on real-time production telemetry instead of static assumptions.

Yes, you can triage issues without leaving your editor. Cursor uses `list_events` and `get_event` to pull error details directly into your sidebar, letting you write and test fixes in one place.

You add the server configuration to your global or project-specific configuration file. The editor loads the keys securely to authenticate your workspace requests through the MCP server.

Yes, you can run `get_workspace` and `get_billing` directly in the chat panel. This lets you inspect your account limits and usage statistics without opening a web browser.

Your keys are stored in your local configuration files and are never uploaded to Cursor's cloud. The MCP server executes queries locally, ensuring that your raw query results and API tokens stay within your local development environment.

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