Residential Proxies MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Check Proxy Status, Get Br Proxies, Get De Proxies, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Residential Proxies as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The Residential Proxies app connector for LlamaIndex is a standout in the Developer Tools category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Residential Proxies. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Residential Proxies?"
)
print(response)
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 Residential Proxies MCP Server
Connect your AppVidLab Residential Proxies account to any AI agent and take full control of your automated web data collection and proxy rotation workflows through natural conversation.
LlamaIndex agents combine Residential Proxies tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- Proxy Pool Orchestration — List and manage your entire high-fidelity database of working residential proxies programmatically, retrieving detailed IP and port technical metadata
- Geo-Targeting Intelligence — Programmatically query and monitor proxies from specific countries to coordinate your international data mining strategy in real-time
- Rotation Architecture — Access high-fidelity rotating IP strings to maintain a perfectly coordinated audit trail of your scraping sessions and bypass bot detection
- Availability Monitoring — Access real-time status updates and track proxy health directly through your agent for instant operational reporting
- Infrastructure Verification — Verify account-level API connectivity and monitor proxy usage directly through your agent for perfectly coordinated service scaling
The Residential Proxies MCP Server exposes 10 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 10 Residential Proxies tools available for LlamaIndex
When LlamaIndex connects to Residential Proxies through Vinkius, your AI agent gets direct access to every tool listed below — spanning proxy-rotation, ip-anonymity, data-collection, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Verify Residential Proxies API connectivity
Get Brazil residential proxies
Get Germany residential proxies
Returns a summary with counts and sample proxies per country. Get proxies from multiple countries at once
g., US, GB, DE, BR). Get residential proxies filtered by country
Useful for testing or sampling available proxies. Get a limited number of proxies
Get the total number of available proxies
Get United Kingdom residential proxies
Get United States residential proxies
List all available residential proxies
Connect Residential Proxies to LlamaIndex via MCP
Follow these steps to wire Residential Proxies into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Residential Proxies MCP Server
LlamaIndex provides unique advantages when paired with Residential Proxies through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Residential Proxies tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Residential Proxies tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Residential Proxies, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Residential Proxies tools were called, what data was returned, and how it influenced the final answer
Residential Proxies + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Residential Proxies MCP Server delivers measurable value.
Hybrid search: combine Residential Proxies real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Residential Proxies to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Residential Proxies for fresh data
Analytical workflows: chain Residential Proxies queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Residential Proxies in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Residential Proxies immediately.
"List 10 working residential proxies from the USA."
"Show available residential proxies for country code 'GB'."
"Check my RapidAPI status and proxy usage metrics."
Troubleshooting Residential Proxies MCP Server with LlamaIndex
Common issues when connecting Residential Proxies to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpResidential Proxies + LlamaIndex FAQ
Common questions about integrating Residential Proxies MCP Server with LlamaIndex.