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How to Use the Webshare MCP in LangChain

Build multi-step proxy workflows and reasoning agents using LangChain.

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Works with every AI agent you already use

…and any MCP-compatible client

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LangChain

Connect Webshare MCP to LangChain

Create your Vinkius account to connect Webshare 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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Proxy Management with MCP Server

The `get_account_profile` tool lets your agent check the user's plan limits, including bandwidth quotas. It pulls together essential usage metrics that determine if the operation will succeed. You also use tools like `list_authorized_ips` to see exactly which IPs are whitelisted for proxy access without needing a password.

Proxy IP Rotation & Control

Need to change an endpoint? The agent calls `request_proxy_replacement` when the current proxy needs swapping, provided the account quota allows it. If an IP is compromised or no longer needed, your agent runs `revoke_ip_authorization` using a unique ID. It's also smart to call `list_proxies` to get all assigned IPs and their health status before initiating any action.

Tracking Webshare Performance

Before running a big task, the agent runs `get_bandwidth_stats` to pull historical data on bandwidth and requests. This helps prevent unexpected failures. If you need to expand access for a new server or service, your agent executes `authorize_new_ip`, whitelisting the necessary address for proxy usage.

Setup guide

Set up Webshare 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 Webshare 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({
    "webshare-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 Webshare 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 Webshare. 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 Webshare MCP in LangChain

Your agent calls `get_account_profile` to retrieve your plan limits and bandwidth quotas. This tells you exactly what resources are available before the chain runs into an error.
Yes, your agent uses `authorize_new_ip` to whitelist new IPs for proxy access. This lets specific addresses connect without needing a password for authentication.
Absolutely. The agent calls `list_proxies`, which returns all assigned IPs along with their ports, credentials, and current health status so you know what's good to go.
The agent runs `request_proxy_replacement`. Keep in mind this action is subject to your account quotas, so the tool reports availability first.
This server handles IP addresses and bandwidth/usage statistics. Specifically, it manages `ip_id` values when you revoke or authorize access.

Start using the Webshare MCP today

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