Nmap Online MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Nmap Online as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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 Nmap Online. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Nmap Online?"
)
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 Nmap Online MCP Server
Connect to high-performance network diagnostic tools through your AI agent and perform essential security auditing and network discovery using natural conversation.
LlamaIndex agents combine Nmap Online tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through the 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
- Port Scanning — Perform fast Nmap scans to identify open ports and active services on any IP or domain.
- DNS Intelligence — Execute forward and reverse DNS lookups, and discover subdomains for target infrastructures.
- Ownership & Registration — Retrieve comprehensive WHOIS information to identify domain ownership and registration details.
- Geolocation — Map IP addresses to their physical locations, including country, city, and ISP information.
- Network Path Analysis — Run network traceroutes (MTR) and pings to diagnose connectivity and latency issues.
- Web Diagnostics — Inspect raw HTTP response headers and extract all links from target web pages.
The Nmap Online 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.
How to Connect Nmap Online to LlamaIndex via MCP
Follow these steps to integrate the Nmap Online MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Nmap Online
Why Use LlamaIndex with the Nmap Online MCP Server
LlamaIndex provides unique advantages when paired with Nmap Online through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Nmap Online tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Nmap Online tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Nmap Online, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Nmap Online tools were called, what data was returned, and how it influenced the final answer
Nmap Online + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Nmap Online MCP Server delivers measurable value.
Hybrid search: combine Nmap Online real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Nmap Online 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 Nmap Online for fresh data
Analytical workflows: chain Nmap Online queries with LlamaIndex's data connectors to build multi-source analytical reports
Nmap Online MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Nmap Online to LlamaIndex via MCP:
dns_lookup
) for a specific domain. Forward DNS lookup
geoip_lookup
IP geolocation lookup
get_http_headers
Get HTTP response headers
get_page_links
Extract links from a page
list_subdomains
Search for subdomains
nmap_scan
Perform a basic Nmap port scan
ping_host
Ping a host
reverse_dns
Reverse DNS lookup
traceroute
Perform a network traceroute
whois_lookup
WHOIS lookup
Example Prompts for Nmap Online in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Nmap Online immediately.
"Scan the ports for the domain 'example.com'."
"Find the physical location of the IP address 8.8.8.8."
"Trace the network path to 'google.com'."
Troubleshooting Nmap Online MCP Server with LlamaIndex
Common issues when connecting Nmap Online to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpNmap Online + LlamaIndex FAQ
Common questions about integrating Nmap Online MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Nmap Online 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 Nmap Online to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.