# JD Cloud MCP for AI Agents AI Agent Connect > JD Cloud lets you manage your China-based cloud infrastructure through your AI agent. It handles virtual machines, object storage, and VPC networks, plus it pulls billing summaries so you can track costs without jumping between different console tabs. It's the direct line to JD.com's cloud services for your dev workflow, giving you instant visibility into your resources with simple natural language commands. ## Overview - **Category:** industry-titans - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_zMsgAjxvJjrelUl5HM2CU1SLPPaXwxfXYoqu6vZr/ai-agent-connect - **Tags:** cloud-computing, vm-management, storage-buckets, billing-analysis, infrastructure-as-code, enterprise-cloud ## Description JD Cloud is a cloud infrastructure MCP that lets you manage your China-based cloud assets through your AI agent. Managing cloud infrastructure in a large-scale environment usually means juggling dozens of tabs and navigating complex consoles just to find a single VM status or check a billing spike. This Connector changes that by letting your AI agent do the heavy lifting for you. Instead of clicking through menus, you just ask your agent to pull the details you need. You'll get real-time updates on your storage buckets, network topologies, and compute resources directly in your workspace. Because Vinkius makes it easy to connect these tools, you can keep your focus on the actual work while the agent handles the data fetching. It's built for people who need to move fast on cloud resources without the friction of traditional manual management. Whether you're auditing a VPC or just checking if a disk is attached, you get the data you need without the navigation headache. You can verify your IAM account profile, check your CI/CD pipelines, and pull your billing history without ever leaving your chat interface. It turns a complex cloud management task into a simple conversation, giving you a clear view of your infrastructure assets whenever you need them. ## Tools ### get_account_profile Retrieves the profile information for your current IAM user. It helps you verify your identity and permissions. ### get_billing_summary Pulls a breakdown of your cloud costs for a specific period. It is the fastest way to track spending. ### get_vm_detail Gets the specific metadata and configuration for a virtual machine. Use this to check hardware specs quickly. ### list_cicd_pipelines Shows all your active DevOps pipelines in a single list. Use it to monitor deployment progress. ### list_cloud_disks Lists all the block storage disks available in your project. It makes it easy to inventory your storage hardware. ### list_oss_buckets Lists all the Object Storage Service buckets in your account. It helps you keep track of your storage assets. ### list_vm_instances Shows all virtual machines currently running in your regions. This gives you a high-level view of your compute resources. ### list_vpc_networks Lists all the Virtual Private Cloud networks you have configured. Use this to audit your network topology. ## Prompt Examples **Prompt:** ``` List my VM instances in the Beijing region. ``` **Response:** ``` I've pulled your VM instances for 'cn-north-1'. You have 4 active instances: * **Prod_Web** (Running) * **DB_Primary** (Running) * **Cache_Node** (Running) * **Dev_Sandbox** (Stopped) Would you like to see the specs for any of these? ``` **Prompt:** ``` How much did we spend on cloud resources last month? ``` **Response:** ``` For the previous month, your total JD Cloud expenditure was **4,500.00 CNY**. Here is the breakdown: | Resource Type | Cost | | :--- | :--- | | VM Instances | 2,800.00 CNY | | OSS Storage | 1,200.00 CNY | | Networking | 500.00 CNY | Would you like a more detailed breakdown? ``` **Prompt:** ``` Show me all my storage buckets. ``` **Response:** ``` I've retrieved your Object Storage Service (OSS) buckets. You currently have 7 buckets configured, including **'user-data-prod'**, **'static-assets'**, and **'backup-archive'**. Do you want me to check the region for a specific one? ``` ## Capabilities ### Check running virtual machines See all your active VM instances and their current status in one view. ### Pull VM metadata Get specific technical details for any individual virtual machine. ### View storage buckets List all Object Storage Service (OSS) buckets in your account. ### Audit VPC networks Check your Virtual Private Cloud configurations and network details. ### Fetch billing summaries Get a breakdown of your cloud spending for specific date ranges. ### Check IAM profiles View the details of your current IAM user accounts. ### Track DevOps pipelines List your active CI/CD pipelines to monitor deployment progress. ### Inventory cloud disks See all block storage disks associated with your project. ## Use Cases ### Checking production server health A DevOps engineer needs to check if the production web server is running. They ask the agent to list_vm_instances and check the status. ### Auditing monthly cloud spending An IT manager wants to know why the cloud bill was so high in October. They ask the agent to get_billing_summary for that month. ### Verifying storage bucket existence A developer needs to see if the new storage bucket is ready. They ask the agent to list_oss_buckets to verify it exists. ### Auditing network topology A systems admin needs to verify the VPC setup for a new region. They use list_vpc_networks to audit the configuration. ## Benefits - Stop hunting through the JD Cloud Console by asking your agent to list_vm_instances or list_oss_buckets directly. - Get instant visibility into your spending by pulling a get_billing_summary for any date range you need. - Audit your network security faster by using list_vpc_networks to see your topology in seconds. - Keep your deployment flow moving by checking your list_cicd_pipelines without switching windows. - Quickly identify storage needs by using list_cloud_disks to see all your block storage resources. - Access your user permissions on demand with get_account_profile to keep your IAM settings organized. ## How It Works The bottom line is you get a conversational interface for your entire JD Cloud infrastructure. 1. Subscribe to the JD Cloud MCP on the Vinkius marketplace. 2. Enter your JD Cloud Access Key, Secret Key, and Region in the connection settings. 3. Ask your agent to list VMs, check billing, or audit your networks. ## Frequently Asked Questions **Can I use JD Cloud MCP to see my billing?** Yes, you can ask your agent to pull a billing summary for any specific time range to see exactly what you spent. **Does the JD Cloud MCP work for VPC networks?** It lets you list and audit your Virtual Private Cloud networks to see your current topology. **How do I connect my JD Cloud account?** You just need your Access Key, Secret Key, and Region from your JD Cloud dashboard to set it up. **Can my agent see my storage buckets?** Yes, it can list all your Object Storage Service (OSS) buckets so you don't have to check the console. **Is JD Cloud MCP good for DevOps?** It's great for DevOps because it lets you check VM statuses and CI/CD pipelines using natural language. **Can I check my IAM user profile?** Yes, the Connector can retrieve your IAM user info so you can verify your account details quickly. **How do I find my JD Cloud Access Key and Secret Key?** Log in to the [JD Cloud Console](https://console.jdcloud.com/), navigate to [Account Management] -> [Access Key Management] to find or create your unique credentials. **What regions are supported?** JD Cloud supports multiple regions including `cn-north-1` (Beijing), `cn-east-1` (Suzhou), `cn-east-2` (Shanghai), and `cn-south-1` (Guangzhou). Ensure you specify the correct region where your resources are located. **Does this server handle JDCLOUD2-HMAC-SHA256 signatures?** Yes! The server automatically calculates the required Signature v2 (JDCLOUD2-HMAC-SHA256) for every request using your provided Secret Key, ensuring high security for your cloud orchestration.