Bring Cloud Computing
to LlamaIndex
Create your Vinkius account to connect JD Cloud / 京东云 to LlamaIndex and start using all 8 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the JD Cloud / 京东云 MCP Server?
Empower your AI agent to orchestrate your cloud infrastructure and supply chain assets with JD Cloud (京东云), the premier cloud service provider by JD.com. By connecting JD Cloud to your agent, you transform complex virtual machine management, storage bucket auditing, and billing analysis into a natural conversation. Your agent can instantly retrieve VM instance details, list Object Storage Service (OSS) buckets, audit VPC networks, and retrieve comprehensive billing summaries without you ever needing to navigate the comprehensive JD Cloud Console. Whether you are managing e-commerce backend resources or coordinating high-volume digital distribution, your agent acts as a real-time cloud operations assistant, providing accurate results from a single, authorized source.
What you can do
- Compute Orchestration — List virtual machines, retrieve detailed instance metadata, and monitor operational status.
- Storage Auditing — List Object Storage Service (OSS) buckets and manage cloud disk resources across regions.
- Network Management — Retrieve details for Virtual Private Clouds (VPC) and coordinate network topology audits.
- Financial Auditing — Retrieve comprehensive billing summaries for specific time ranges to maintain cost control.
- Operational Monitoring — Verify project connectivity, active regions, and retrieve IAM account profile details.
How it works
- Subscribe to this server
- Enter your JD Cloud Access Key, Secret Key, and Region
- Start managing your cloud infrastructure through Claude, Cursor, or any MCP-compatible client
Who is this for?
- DevOps & SRE Engineers — automate routine infrastructure audits and monitor system health through natural language.
- IT Financial Managers — audit cloud spending and retrieve billing summaries directly from your AI-powered workspace.
- Developers — integrate professional-grade JD Cloud APIs into your AI-driven daily routines.
- JD Cloud Power Users — integrate your existing cloud projects into your AI-driven daily routines.
Built-in capabilities (8)
Get IAM user info
Get billing overview
Get VM metadata
List DevOps pipelines
List block storage disks
List storage buckets
List virtual machines
List VPC networks
Why LlamaIndex?
LlamaIndex agents combine JD Cloud / 京东云 tool responses with indexed documents for comprehensive, grounded answers. Connect 8 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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Data-first architecture: LlamaIndex agents combine JD Cloud / 京东云 tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain JD Cloud / 京东云 tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query JD Cloud / 京东云, a vector store, and a SQL database in a single turn and synthesize results
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Observability integrations show exactly what JD Cloud / 京东云 tools were called, what data was returned, and how it influenced the final answer
JD Cloud / 京东云 in LlamaIndex
Why run JD Cloud / 京东云 with Vinkius?
The JD Cloud / 京东云 connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 8 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect JD Cloud / 京东云 using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
JD Cloud / 京东云 and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect JD Cloud / 京东云 to LlamaIndex through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
JD Cloud / 京东云 for LlamaIndex
Every request between LlamaIndex and JD Cloud / 京东云 is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I find my JD Cloud Access Key and Secret Key?
Log in to the JD Cloud Console, 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.
How does LlamaIndex connect to MCP servers?
Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
Can I combine MCP tools with vector stores?
Yes. LlamaIndex agents can query JD Cloud / 京东云 tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
Does LlamaIndex support async MCP calls?
Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.
BasicMCPClient not found
Install: pip install llama-index-tools-mcp
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