How do I get my McLeod API credentials?

You typically need to contact your internal McLeod admin or partner@mcleodsoftware.com to enable the API and receive your OAuth 2.0 Client ID and Secret.

What is the Company ID?

The Company ID is a unique string used in the `X-com.mcleodsoftware.CompanyID` header to identify your specific TMS database/company.

Is my transportation data secure?

Absolutely. Your credentials are encrypted at rest and injected securely at runtime.

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

Name: McLeod Software
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 McLeod Software 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({
        "mcleod-software": {
            "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 McLeod Software, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

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DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 McLeod Software MCP Server

Connect your McLeod Software LoadMaster or PowerBroker instance to any AI agent and take full control of your transportation management through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with McLeod Software 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

Order Management — List all orders, search by term, and fetch detailed shipment metadata
Dispatch Orchestration — Monitor active dispatches, movements, and driver assignments in real-time
Entity Management — List and inspect master records for customers, carriers, and company drivers
Operational Visibility — Access stop-level details for movements and detailed dispatch configurations

The McLeod Software 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 McLeod Software to LangChain via MCP

Follow these steps to integrate the McLeod Software 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 McLeod Software via MCP

Why Use LangChain with the McLeod Software MCP Server

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

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

McLeod Software + LangChain Use Cases

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

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

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

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

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

McLeod Software MCP Tools for LangChain (10)

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

get_dispatch_details

Get details for a specific dispatch

get_order

Get details for a specific order

list_carriers

List master carrier records

list_customers

List master customer records

list_dispatches

List dispatch assignments

list_drivers

List all drivers

list_movements

List truckload movements

list_orders

List all transportation orders

list_stops

List stops for a movement

search_orders

Search for orders by term

Example Prompts for McLeod Software in LangChain

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

"List the last 5 transportation orders."

"Search for orders related to 'Chicago'."

"What is the status of dispatch assignment ID 555?"

Troubleshooting McLeod Software MCP Server with LangChain

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

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

McLeod Software + LangChain FAQ

Common questions about integrating McLeod Software 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.