IP2WHOIS MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Bulk Whois Lookup, Check Domain Age, Check Domain Availability, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add IP2WHOIS 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 IP2WHOIS 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 IP2WHOIS. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in IP2WHOIS?"
)
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 IP2WHOIS MCP Server
Connect your IP2WHOIS account to any AI agent and access comprehensive domain intelligence through natural conversation.
LlamaIndex agents combine IP2WHOIS 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
- WHOIS Lookup — Get complete registration records for any domain including dates, registrar, and contacts.
- Domain Age — Calculate how old a domain is in days and years.
- Expiry Monitoring — Check when domains expire and how many days remain.
- Registrar & Nameservers — Extract registrar details and DNS nameserver configurations.
- Availability Check — Determine if a domain is available for registration.
- Reverse IP — Find all domains hosted on a specific IP address.
- Bulk Lookup — Query up to 10 domains in a single operation.
The IP2WHOIS 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 IP2WHOIS tools available for LlamaIndex
When LlamaIndex connects to IP2WHOIS through Vinkius, your AI agent gets direct access to every tool listed below — spanning whois, domain-intelligence, dns-lookup, 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.
Returns key registration details for each domain. WHOIS lookup for multiple domains at once
Check the age of a domain
Check if a domain is available for registration
Useful for renewal monitoring. Check when a domain expires
com to confirm valid authentication. Verify IP2WHOIS API connectivity
Note: many domains use privacy protection. Get registrant and admin contact info for a domain
Get nameservers for a domain
Get registrar and status info for a domain
Full WHOIS lookup for a domain
Useful for shared hosting analysis. Find all domains hosted on a specific IP address
Connect IP2WHOIS to LlamaIndex via MCP
Follow these steps to wire IP2WHOIS 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 IP2WHOIS MCP Server
LlamaIndex provides unique advantages when paired with IP2WHOIS through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine IP2WHOIS tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain IP2WHOIS tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query IP2WHOIS, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what IP2WHOIS tools were called, what data was returned, and how it influenced the final answer
IP2WHOIS + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the IP2WHOIS MCP Server delivers measurable value.
Hybrid search: combine IP2WHOIS real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query IP2WHOIS 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 IP2WHOIS for fresh data
Analytical workflows: chain IP2WHOIS queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for IP2WHOIS in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with IP2WHOIS immediately.
"Look up the WHOIS information for github.com."
"Check if the domain coolstartup2026.com is available."
"When does google.com expire?"
Troubleshooting IP2WHOIS MCP Server with LlamaIndex
Common issues when connecting IP2WHOIS to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpIP2WHOIS + LlamaIndex FAQ
Common questions about integrating IP2WHOIS MCP Server with LlamaIndex.