Moova MCP Server for LangChain 14 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Moova through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"moova": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Moova, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
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.
LangChain's ecosystem of 500+ components combines seamlessly with Moova through native MCP adapters. Connect 14 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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 LangChain 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 LangChain via MCP
Follow these steps to integrate the Moova MCP Server with LangChain.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
Explore tools
The agent discovers 14 tools from Moova via MCP
Why Use LangChain with the Moova MCP Server
LangChain provides unique advantages when paired with Moova through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Moova MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Moova queries for multi-turn workflows
Moova + LangChain Use Cases
Practical scenarios where LangChain combined with the Moova MCP Server delivers measurable value.
RAG with live data: combine Moova tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Moova, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Moova tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Moova tool call, measure latency, and optimize your agent's performance
Moova MCP Tools for LangChain (14)
These 14 tools become available when you connect Moova to LangChain 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 LangChain
Ready-to-use prompts you can give your LangChain 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 LangChain
Common issues when connecting Moova to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersMoova + LangChain FAQ
Common questions about integrating Moova MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
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 LangChain
Get your token, paste the configuration, and start using 14 tools in under 2 minutes. No API key management needed.