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Connect Guance Cloud / 观测云 to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Manage your entire monitoring stack through a single chat interface.

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 10 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through Guance Cloud / 观测云.

  1. 01

    Get event

    Retrieves specific details for a single observability event.

  2. 02

    Get workspace

    Fetches metadata and status information for your Guance Cloud workspace.

  3. 03

    List access keys

    Provides a list of all access keys currently in your workspace.

  4. 04

    List events

    Returns a list of recent observability events from your workspace.

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Guance Cloud / 观测云.

  1. 05

    List log sources

    Shows all active log data sources configured in the system.

  2. 06

    Query data

    Executes DQL statements to pull specific metrics or log data.

  3. 07

    Get billing

    Checks your current billing and resource usage.

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Guance Cloud / 观测云.

  1. 08

    Get monitor

    Gets the configuration and status for a specific monitor.

  2. 09

    List dashboards

    Retrieves a list of all configured dashboards.

  3. 10

    List monitors

    Lists all active monitors and alert rules in the workspace.

Real work

What teams actually run

01

Incident Response

Ask your agent to list recent critical events to quickly identify the cause of a production outage.

02

Metric Analysis

Use DQL through your agent to pull specific CPU or memory usage stats for a cluster.

03

Configuration Audits

Have your agent list all monitors to ensure your alerting rules are correctly configured.

04

Resource Management

Check your current billing usage and manage API keys through a simple chat command.

Automate a task

Put Guance Cloud / 观测云 to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Guance Cloud / 观测云 works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Guance Cloud / 观测云 to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

891ms average. Fast in production.

Guance Cloud / 观测云 is checked daily against the live service.

Daily averagePeak 1080ms
Oct 3Today
Fastest day
699ms
Slowest day
1080ms
14-day trend
Slowing+10%

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.

Connector linkhttps://edge.vinkius.com/vk_preview_AANzdKMqG2pZyVDyBezhkEvdo4gPXGC9YiQz8RcU/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Guance Cloud / 观测云 capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "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

Guided setup for Claude? Set up Guance Cloud / 观测云 in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Guance Cloud / 观测云 owners hand off.

This MCP is built for technical teams who need to interact with observability data without manual dashboard navigation.

  • 01

    SRE & DevOps Engineers

    They use the agent to automate incident response and monitor system health.

  • 02

    Infrastructure Leads

    They use the agent to audit dashboard configurations and coordinate monitoring strategies.

  • 03

    Technical Analysts

    They use the agent to pull system metrics and perform log analysis.

FAQ

Questions Guance Cloud / 观测云 owners ask.

  • 01

    What AI clients can I use with this MCP?

    You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 02

    How do I authenticate my Guance Cloud account?

    You will need to provide your Guance Cloud API Key (DF-API-KEY) during the setup process to connect your workspace.

  • 03

    Can I run custom queries?

    Yes, the agent can execute Data Query Language (DQL) statements to retrieve specific metrics and logs.

  • 04

    Does Vinkius host this MCP?

    Yes, Vinkius hosts and manages the MCP, so you don't have to worry about running it locally or managing the infrastructure.

  • 05

    Can I manage my billing through the AI?

    Yes, the agent has access to capabilities that allow you to check your billing usage.

  • 06

    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.

  • 07

    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.

  • 08

    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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