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How to Use the Copperx MCP in LangChain

Chain Copperx payment actions directly into your LangChain agent pipelines for automated billing flows.

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…and any MCP-compatible client

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LangChain

Connect Copperx MCP to LangChain

Create your Vinkius account to connect Copperx to LangChain and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Chain Copperx tools in LangChain

Connect your payment logic to other chain components. When your agent triggers `create_payment_link`, the resulting URL flows directly into your next processing node. This setup lets your chain handle customer onboarding and billing without manual intervention. Each step in your LangChain workflow tracks inputs and outputs through standard tracing.

Automate invoice tracking

Build agents that monitor `list_invoices` to keep your internal databases synced. You define the logic for how the agent reacts to status changes. Your agent pulls billing data and routes it to vector stores or memory modules. It keeps your financial records current as payments hit the blockchain.

Manage subscriptions programmatically

Feed `list_subscriptions` data into your agent to trigger automated renewal emails or plan updates. The agent evaluates the subscription state before taking action. This MCP Server provides the raw data needed for your agent to make decisions. It functions as a reliable node within your broader LangChain logic.

Setup guide

Set up Copperx MCP in LangChain

Prerequisites

  • Python 3.10+ installed
  • langchain-mcp-adapters + langgraph packages
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run pip install langchain-mcp-adapters langgraph langchain-openai. The MCP adapters package converts MCP tools into native LangChain BaseTool objects.

  2. 2

    Connect via HTTP transport

    Use MultiServerMCPClient with "transport": "http" pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.

  3. 3

    Create a ReAct agent

    Pass the discovered tools to create_react_agent() from LangGraph. The agent automatically routes Copperx tool calls through the MCP protocol.

  4. 4

    Run with any LLM

    Swap ChatOpenAI for ChatAnthropic, ChatGoogleGenerativeAI, or any LangChain-compatible model. The MCP tools work identically across all providers.

agent.py
from langchain_mcp_adapters.client import MultiServerMCPClient
from langgraph.prebuilt import create_react_agent
from langchain_openai import ChatOpenAI

async with MultiServerMCPClient({
    "copperx-mcp": {
        "transport": "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,
    )
    result = await agent.ainvoke({
        "messages": "List recent Copperx transactions"
    })
    print(result["messages"][-1].content)

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Copperx. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

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Real-time monitoring

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visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

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lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Copperx MCP in LangChain

Use the MultiServerMCPClient to connect the server. Once connected, pass the tools into your agent's tool list for immediate use within your chains.
Yes, your agent can call `list_payouts` to verify settlement status. It then uses that data to update your internal ledgers or notify users.
Copperx handles payment records and identity data. We isolate these requests within the V8 sandbox so your agent only sees what you explicitly authorize.
Yes, use the session persistence features. This keeps your connection to the server stable while your agent processes complex payment workflows.
Catch the tool output in your chain logic. If an action fails, your agent can branch to an error-handling node or retry the request.

Start using the Copperx MCP today

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