How do I get a MotionTools API Token?

You can generate a long-lived API token in your MotionTools dashboard. These are specifically designed for server-to-server integrations.

Can I track individual driver statuses?

Yes! Use the `get_driver` tool with a specific Driver ID to see their current availability and assignment status.

How do I see our operational areas?

The `list_service_areas` tool will provide all defined geographic zones in your account, and `get_service_area` will give you the specific boundaries for a zone.

MotionTools MCP Server for LangChain 10 tools — connect in under 2 minutes

Name: MotionTools
Availability: InStock
Author: Vinkius

python.langchain.com/docs/integrations/tools/mcp

Built by Vinkius GDPR 10 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect MotionTools through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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({
        "motiontools": {
            "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 MotionTools, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

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* 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 MotionTools MCP Server

Connect your MotionTools account to your AI agent and streamline your urban logistics and fleet management through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with MotionTools through native MCP adapters. Connect 10 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

Booking Management — List all delivery or hailing bookings and create new ones with pickup and dropoff details.
Fleet Oversight — Access real-time info on your drivers and registered vehicles, including current assignment statuses.
Service Area Insights — List and inspect the geographic zones and boundaries where your operations are active.
Customer Records — View a list of all customers who have booked services in your account.
Deep Inspection — Fetch complete metadata and current status for specific bookings, drivers, or vehicles using their unique IDs.

The MotionTools MCP Server exposes 10 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 MotionTools to LangChain via MCP

Follow these steps to integrate the MotionTools 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 10 tools from MotionTools via MCP

Why Use LangChain with the MotionTools MCP Server

LangChain provides unique advantages when paired with MotionTools through the Model Context Protocol.

The largest ecosystem of integrations, chains, and agents. combine MotionTools 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 MotionTools queries for multi-turn workflows

MotionTools + LangChain Use Cases

Practical scenarios where LangChain combined with the MotionTools MCP Server delivers measurable value.

RAG with live data: combine MotionTools tool results with vector store retrievals for answers grounded in both real-time and historical data

Autonomous research agents: LangChain agents query MotionTools, synthesize findings, and generate comprehensive research reports

Multi-tool orchestration: chain MotionTools tools with web scrapers, databases, and calculators in a single agent run

Production monitoring: use LangSmith to trace every MotionTools tool call, measure latency, and optimize your agent's performance

MotionTools MCP Tools for LangChain (10)

These 10 tools become available when you connect MotionTools to LangChain via MCP:

create_booking

Create a new logistics booking

get_booking

Get specific booking details

get_driver

Get specific driver details

get_service_area

Get service area details

get_vehicle

Get specific vehicle info

list_bookings

List logistics bookings

list_customers

List logistics customers

list_drivers

List fleet drivers

list_service_areas

List active service areas

list_vehicles

List fleet vehicles

Example Prompts for MotionTools in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with MotionTools immediately.

"List my current delivery bookings and their status."

"Show me the list of active vehicles in the fleet."

"Create a new booking from 123 Main St to 456 Oak Ave."

Troubleshooting MotionTools MCP Server with LangChain

Common issues when connecting MotionTools to LangChain through the Vinkius, and how to resolve them.

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

MotionTools + LangChain FAQ

Common questions about integrating MotionTools MCP Server with LangChain.

How does LangChain connect to MCP servers?

Use 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?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.