Shipday MCP Server for LangChainGive LangChain instant access to 9 tools to Assign Driver, Create Order, Delete Order, and more
LangChain is the leading Python framework for composable LLM applications. Connect Shipday 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 App Connector for LangChain
The Shipday app connector for LangChain is a standout in the Industry Titans category — giving your AI agent 9 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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({
"shipday": {
"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 Shipday, 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 Shipday MCP Server
Connect your Shipday account to any AI agent and take full control of your last-mile delivery and dispatch orchestration through natural conversation. Shipday provides a premier platform for managing local delivery operations, and this integration allows you to retrieve order metadata, assign drivers, and track delivery progress directly from your chat interface.
LangChain's ecosystem of 500+ components combines seamlessly with Shipday through native MCP adapters. Connect 9 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
- Order & Dispatch Orchestration — List all managed delivery orders and retrieve detailed metadata, including status and customer info programmatically.
- Driver Lifecycle Management — Access and monitor your driver directory and assign drivers to specific orders directly from the AI interface.
- Delivery Progress Intelligence — Retrieve real-time tracking progress for active orders to keep your customers informed via natural language.
- Status Lifecycle Control — Update order statuses and monitor carrier metadata to ensure your delivery pipeline is always synchronized.
- Operational Monitoring — Track system activity and monitor order fulfillment to ensure reliable last-mile orchestration using simple AI commands.
The Shipday MCP Server exposes 9 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.
All 9 Shipday tools available for LangChain
When LangChain connects to Shipday through Vinkius, your AI agent gets direct access to every tool listed below — spanning last-mile-delivery, dispatch-management, route-optimization, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Assign an order to a driver
Provide orderNumber, customer details, and restaurant info. Create a new delivery order
Delete/Cancel an order
Get details for a carrier order
Get details of a specific order
Get real-time tracking for a delivery
List all active delivery orders
List all drivers
Update the status of an order
Connect Shipday to LangChain via MCP
Follow these steps to wire Shipday into LangChain. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Shipday MCP Server
LangChain provides unique advantages when paired with Shipday through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Shipday 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 Shipday queries for multi-turn workflows
Shipday + LangChain Use Cases
Practical scenarios where LangChain combined with the Shipday MCP Server delivers measurable value.
RAG with live data: combine Shipday tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Shipday, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Shipday tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Shipday tool call, measure latency, and optimize your agent's performance
Example Prompts for Shipday in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Shipday immediately.
"List all active delivery orders in Shipday."
"Assign driver ID 12345 to order ID 98765."
"List all available drivers in Shipday."
Troubleshooting Shipday MCP Server with LangChain
Common issues when connecting Shipday to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersShipday + LangChain FAQ
Common questions about integrating Shipday 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.