How do I get my HighRadius Access Token?

Log in to your HighRadius account, navigate to Settings > API Access, and generate a new token.

Can I reconcile payments automatically?

Yes! Use the reconcile_payment action with the payment ID and an array of invoice IDs to match payments to invoices.

Can I create disputes for invoice discrepancies?

Yes! Use the create_dispute action with a JSON body including the invoice ID, reason, and disputed amount.

HighRadius MCP Server for LangChain 11 tools — connect in under 2 minutes

Name: HighRadius
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 11 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect HighRadius 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({
        "highradius": {
            "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 HighRadius, 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 HighRadius MCP Server

Connect HighRadius to any AI agent and automate your Order-to-Cash operations -- manage invoices, reconcile payments, handle disputes, and track deductions through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with HighRadius through native MCP adapters. Connect 11 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

Invoice Management -- List and inspect all invoices with amounts and due dates
Payment Tracking -- View all payments received and their reconciliation status
Payment Reconciliation -- Match payments to invoices automatically
Customer Management -- View customer profiles and outstanding balances
Dispute Handling -- Create and track disputes for invoice discrepancies
Deduction Tracking -- Monitor short payments and adjustments

The HighRadius MCP Server exposes 11 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 HighRadius to LangChain via MCP

Follow these steps to integrate the HighRadius 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 11 tools from HighRadius via MCP

Why Use LangChain with the HighRadius MCP Server

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

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

HighRadius + LangChain Use Cases

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

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

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

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

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

HighRadius MCP Tools for LangChain (11)

These 11 tools become available when you connect HighRadius to LangChain via MCP:

create_dispute

Body should include invoice_id, reason, and amount. Create a new dispute record

get_cash_application_status

Get the current status of the cash application process

get_customer

Get details of a specific customer

get_invoice

Get details of a specific invoice

get_payment

Get details of a specific payment

list_customers

List all customers in the system

list_deductions

List all deductions in the system

list_disputes

List all disputes in the system

list_invoices

Use this to get an overview of outstanding receivables. List all invoices in the system

list_payments

List all payment records

reconcile_payment

Provide the payment ID and an array of invoice IDs to reconcile. Reconcile a payment against one or more invoices

Example Prompts for HighRadius in LangChain

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

"Show me all outstanding invoices."

"Reconcile payment PAY-123 against invoices INV-001 and INV-002."

"Create a dispute for invoice INV-003 with reason 'Incorrect pricing' and amount $2,000."

Troubleshooting HighRadius MCP Server with LangChain

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

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

HighRadius + LangChain FAQ

Common questions about integrating HighRadius 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.