Webshare MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Webshare through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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({
"webshare": {
"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 Webshare, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* 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 Webshare MCP Server
Connect your Webshare account to any AI agent and take full control of your proxy infrastructure through natural conversation.
LangChain's ecosystem of 500+ components combines seamlessly with Webshare 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
- Proxy Management — List all assigned residential and datacenter proxy IPs, including ports, credentials, and health status
- IP Authorization — Audit and manage your whitelist of authorized IP addresses to grant proxy access to new servers instantly
- Rotation Control — Retrieve current proxy rotation and backbone network settings to ensure your crawlers are configured correctly
- Real-Time Stats — Monitor your bandwidth consumption and request success/failure rates directly from your agent
- Immediate Replacement — Request instant proxy replacements for flagged or blocked IPs within your account quota
- Quota Monitoring — Check your account profile, plan limits, and remaining bandwidth before starting large-scale data tasks
- High-Speed Export — Generate temporary tokens to export and download your entire proxy list in a single request
The Webshare 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 Webshare to LangChain via MCP
Follow these steps to integrate the Webshare 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 Webshare via MCP
Why Use LangChain with the Webshare MCP Server
LangChain provides unique advantages when paired with Webshare through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Webshare 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 Webshare queries for multi-turn workflows
Webshare + LangChain Use Cases
Practical scenarios where LangChain combined with the Webshare MCP Server delivers measurable value.
RAG with live data: combine Webshare tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Webshare, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Webshare tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Webshare tool call, measure latency, and optimize your agent's performance
Webshare MCP Tools for LangChain (10)
These 10 tools become available when you connect Webshare to LangChain via MCP:
authorize_new_ip
Whitelists a new IP address for proxy access
export_proxy_list
Generates a temporary token to download the entire proxy list in a single request
get_account_profile
Retrieves Webshare user profile, including plan limits and bandwidth quotas
get_bandwidth_stats
Retrieves historical bandwidth and request statistics
get_proxy_configuration
Retrieves current proxy rotation and backbone network settings
get_replacement_quota
Checks the available proxy replacement limits for the current cycle
list_authorized_ips
Lists all IP addresses authorized to use proxies without password authentication
list_proxies
Supports pagination. Lists all assigned proxy IPs with their ports, credentials, and health status
request_proxy_replacement
Subject to account quotas. Requests an immediate replacement for a specific proxy IP
revoke_ip_authorization
Requires the unique ip_id. Removes an IP address from the authorized whitelist
Example Prompts for Webshare in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Webshare immediately.
"List my active proxies and their health status."
"Authorize the IP address 192.168.1.100 for my proxy pool."
"What are my bandwidth statistics for this month?"
Troubleshooting Webshare MCP Server with LangChain
Common issues when connecting Webshare to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersWebshare + LangChain FAQ
Common questions about integrating Webshare MCP Server with LangChain.
How does LangChain connect to MCP servers?
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?
Can I trace MCP tool calls in LangSmith?
Connect Webshare with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Webshare to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.