Use Guance Cloud / 观测云 with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Modern observability platform. manage monitors, dashboards, and events via AI.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 10 capabilities
The complete Guance Cloud / 观测云 capability set.
These are the exact actions your AI can choose when you ask it to work with Guance Cloud / 观测云.
01-04
4 capabilities in this set.
Part of 10 available through Guance Cloud / 观测云.
- 01
Get event
Get event details
- 02
Get workspace
Get workspace information
- 03
List access keys
List workspace access keys
- 04
List events
) from the workspace. List observability events
05-07
3 capabilities in this set.
Part of 10 available through Guance Cloud / 观测云.
- 05
List log sources
List log data sources
- 06
Query data
Query Guance data (DQL)
- 07
Get billing
Get billing usage
08-10
3 capabilities in this set.
Part of 10 available through Guance Cloud / 观测云.
- 08
Get monitor
Get monitor details
- 09
List dashboards
List all dashboards
- 10
List monitors
List all monitors
Observed, not estimated
785ms average. Fast in production.
Guance Cloud / 观测云 is checked daily against the live service.
- Fastest day
- 700ms
- Slowest day
- 1009ms
- 14-day trend
- Slowing+19%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Guance Cloud / 观测云, so you can see the experience inside your AI.
It does not authenticate your account with Guance Cloud / 观测云. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Guance Cloud / 观测云 Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_AANzdKMqG2pZyVDyBezhkEvdo4gPXGC9YiQz8RcU/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Guance Cloud / 观测云 capabilities are ready to use.
{
"mcpServers": {
"guance-cloud-mcp": {
"url": "https://edge.vinkius.com/vk_preview_AANzdKMqG2pZyVDyBezhkEvdo4gPXGC9YiQz8RcU/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions Guance Cloud / 观测云 owners ask.
- 01
How do I find my Guance Cloud API Key?
Log in to your Guance Cloud workspace, navigate to [Management] → [API Key Management], and generate a new key. Use the provided value as your DF-API-KEY.
- 02
What is DQL?
Data Query Language (DQL) is the query syntax used by Guance Cloud to retrieve metrics, logs, and other observability data. You can use the query_data capability to execute these statements.
- 03
Can I check my data usage via the agent?
Yes. Use the get_billing capability to retrieve current data usage and billing statistics for your workspace, helping you manage costs and resource allocation.
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