Moova MCP Server for LlamaIndex 14 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Moova 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 Moova. "
"You have 14 tools available."
),
)
response = await agent.run(
"What tools are available in Moova?"
)
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 Moova MCP Server
Connect your Moova B2B logistics account to any AI agent and orchestrate your entire delivery operation through natural conversation.
LlamaIndex agents combine Moova tool responses with indexed documents for comprehensive, grounded answers. Connect 14 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
- Shipment Management — Create, update, and cancel delivery orders with full origin/destination address details and contact information
- Real-time Tracking — Follow every shipment through GPS-powered tracking events including carrier handoffs, delivery attempts, and proof of delivery
- Smart Quoting — Get instant shipping cost estimates between any two addresses using Moova's intelligent carrier routing engine
- Label Generation — Download printable shipping labels with barcodes and QR codes for any registered shipment
- Coverage Intelligence — Query available delivery zones across Argentina and Latin America before committing to an order
- Webhook Automation — Configure real-time notifications for shipment status changes to keep your systems synchronized
The Moova MCP Server exposes 14 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 Moova to LlamaIndex via MCP
Follow these steps to integrate the Moova 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 14 tools from Moova
Why Use LlamaIndex with the Moova MCP Server
LlamaIndex provides unique advantages when paired with Moova through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Moova tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Moova tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Moova, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Moova tools were called, what data was returned, and how it influenced the final answer
Moova + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Moova MCP Server delivers measurable value.
Hybrid search: combine Moova real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Moova 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 Moova for fresh data
Analytical workflows: chain Moova queries with LlamaIndex's data connectors to build multi-source analytical reports
Moova MCP Tools for LlamaIndex (14)
These 14 tools become available when you connect Moova to LlamaIndex via MCP:
cancel_shipment
Once cancelled, the shipment cannot be reactivated and a new one must be created if needed. Cancel an active shipment order
create_shipment
Requires origin and destination addresses with full street details, contact information, and package dimensions. Moova will automatically assign the optimal carrier and route based on real-time availability. Create a new logistics shipment
create_webhook
Essential for keeping your e-commerce platform synchronized with delivery progress. Register a new webhook for shipment events
delete_webhook
Remove a webhook endpoint
get_account_info
Get merchant account information
get_budget
Returns pricing from available carriers including express, same-day, and standard delivery options. Get a shipping cost estimate
get_shipment
Get full details of a specific shipment
get_shipment_label
The label includes barcode, QR code, and all routing information required by the assigned carrier. Download the shipping label for a shipment
get_shipment_status
Get the current status of a shipment
list_coverage_zones
List all available delivery coverage zones
list_shipments
Can be filtered by shipment status (e.g., CREATED, IN_TRANSIT, DELIVERED, CANCELLED) to narrow results. List all shipments with optional status filter
list_webhooks
List all registered webhooks
track_shipment
Get real-time tracking events for a shipment
update_shipment
Changes are not allowed after the carrier has collected the package. Update shipment details before pickup
Example Prompts for Moova in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Moova immediately.
"Create a delivery from 'Av. Corrientes 1234, Buenos Aires' to 'Av. Santa Fe 5678, Buenos Aires' for Juan Pérez."
"How much would it cost to ship from Palermo to Belgrano in Buenos Aires?"
"Track my shipment MOV-28491-AR and tell me where it is right now."
Troubleshooting Moova MCP Server with LlamaIndex
Common issues when connecting Moova to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpMoova + LlamaIndex FAQ
Common questions about integrating Moova 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 Moova 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 Moova to LlamaIndex
Get your token, paste the configuration, and start using 14 tools in under 2 minutes. No API key management needed.