Duoplane MCP Server for LlamaIndex 11 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Duoplane as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Duoplane. "
"You have 11 tools available."
),
)
response = await agent.run(
"What tools are available in Duoplane?"
)
print(response)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Duoplane MCP Server
Integrate Duoplane, the leading multi-vendor e-commerce automation platform, directly into your AI workflow. Manage your customer orders across multiple storefronts, track purchase orders sent to vendors, monitor vendor profiles and connection statuses, and oversee your synchronized product catalog using natural language.
LlamaIndex agents combine Duoplane tool responses with indexed documents for comprehensive, grounded answers. Connect 11 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.
What you can do
- Order Oversight — List and retrieve detailed information and status for all your customer orders and their associated fulfillment stages.
- Purchase Order Intelligence — Monitor purchase orders sent to vendors, including tracking numbers and real-time fulfillment history.
- Vendor Management — Access and monitor all drop-ship and wholesale vendors, resolving connection statuses and order routing settings.
- Inventory Auditing — Retrieve high-level summaries of synchronized products, vendor activity, and inventory counts across your organization.
The Duoplane MCP Server exposes 11 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Duoplane to LlamaIndex via MCP
Follow these steps to integrate the Duoplane MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 11 tools from Duoplane
Why Use LlamaIndex with the Duoplane MCP Server
LlamaIndex provides unique advantages when paired with Duoplane through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Duoplane tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Duoplane tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Duoplane, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Duoplane tools were called, what data was returned, and how it influenced the final answer
Duoplane + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Duoplane MCP Server delivers measurable value.
Hybrid search: combine Duoplane real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Duoplane to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Duoplane for fresh data
Analytical workflows: chain Duoplane queries with LlamaIndex's data connectors to build multi-source analytical reports
Duoplane MCP Tools for LlamaIndex (11)
These 11 tools become available when you connect Duoplane to LlamaIndex via MCP:
get_duoplane_account_metadata
Retrieve metadata for the current Duoplane subdomain
get_order_details
Get detailed information and status for a specific customer order
get_purchase_order_details
Get detailed information for a specific purchase order
get_vendor_profile
Get detailed profile and configuration for a specific vendor
list_active_vendors
List all drop-ship and wholesale vendors registered in your Duoplane account
list_ecommerce_orders
List all customer orders in your Duoplane account
list_purchase_orders
List all purchase orders (POs) sent to vendors
list_synced_products
List all products synchronized across your vendors and storefronts
list_unfulfilled_purchase_orders
Identify purchase orders that are currently awaiting fulfillment by vendors
quick_vendor_inventory_audit
Retrieve a high-level summary of vendor activity and product counts
search_orders_by_reference
Search for orders using a keyword or reference identifier
Example Prompts for Duoplane in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Duoplane immediately.
"List all unfulfilled purchase orders."
"Show me the details for customer order '12345'."
"List all active vendors and their status."
Troubleshooting Duoplane MCP Server with LlamaIndex
Common issues when connecting Duoplane to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpDuoplane + LlamaIndex FAQ
Common questions about integrating Duoplane MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Duoplane with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Duoplane to LlamaIndex
Get your token, paste the configuration, and start using 11 tools in under 2 minutes. No API key management needed.