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AdGuard Home MCP Server for LangChainGive LangChain instant access to 23 tools to Add Client, Add Filter Url, Add Rewrite, and more

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LangChain is the leading Python framework for composable LLM applications. Connect AdGuard Home 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 for LangChain

The AdGuard Home MCP Server for LangChain is a standout in the Developer Tools category — giving your AI agent 23 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
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({
        "adguard-home": {
            "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 AdGuard Home, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

asyncio.run(main())
AdGuard Home
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 AdGuard Home MCP Server

Connect your AdGuard Home instance to any AI agent and take full control of your network-wide privacy and security through natural conversation.

LangChain's ecosystem of 500+ components combines seamlessly with AdGuard Home through native MCP adapters. Connect 23 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

  • Server Status — Monitor server health, active ports, protection states, and version information in real-time.
  • Protection Control — Toggle global filtering, safe browsing, and parental controls on or off, with optional timed durations.
  • DNS Configuration — View and update upstream DNS servers, bootstrap settings, and cache parameters (TTL, size, and optimistic caching).
  • Filter Management — Add new blocklist or allowlist URLs and manage custom user-defined filtering rules.
  • Client Insights — List and search for persistent or runtime clients, and configure specific security settings for individual devices.
  • Host Auditing — Instantly check if a specific domain is being filtered or blocked for a particular client.

The AdGuard Home MCP Server exposes 23 tools through the Vinkius. Connect it to LangChain in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 23 AdGuard Home tools available for LangChain

When LangChain connects to AdGuard Home through Vinkius, your AI agent gets direct access to every tool listed below — spanning dns-filtering, ad-blocking, network-security, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

add

Add client on AdGuard Home

Add a new client

add

Add filter url on AdGuard Home

Add a new filter URL

add

Add rewrite on AdGuard Home

Add a DNS rewrite

add

Add static lease on AdGuard Home

Add a DHCP static lease

check

Check host on AdGuard Home

Check if a host is filtered

configure

Configure tls on AdGuard Home

Configure TLS settings

get

Get dhcp status on AdGuard Home

Get DHCP server status

get

Get dns info on AdGuard Home

Get DNS configuration info

get

Get filtering status on AdGuard Home

Get filtering status and lists

get

Get query log on AdGuard Home

Get DNS query log

get

Get query log config on AdGuard Home

Get query log configuration

get

Get stats on AdGuard Home

Get DNS query statistics

get

Get status on AdGuard Home

Get AdGuard Home server status

get

Get tls status on AdGuard Home

Get TLS configuration status

list

List blocked services on AdGuard Home

List all available blocked services

list

List clients on AdGuard Home

List all clients

list

List rewrites on AdGuard Home

List DNS rewrites

search

Search clients on AdGuard Home

Search for clients

set

Set dns config on AdGuard Home

Update DNS settings

set

Set protection on AdGuard Home

globally. Enable or disable protection globally

set

Set user rules on AdGuard Home

Set custom user filtering rules

update

Update blocked services on AdGuard Home

Update blocked services schedule

update

Update query log config on AdGuard Home

Update query log configuration

Connect AdGuard Home to LangChain via MCP

Follow these steps to wire AdGuard Home into LangChain. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save the code and run python agent.py
04

Explore tools

The agent discovers 23 tools from AdGuard Home via MCP

Why Use LangChain with the AdGuard Home MCP Server

LangChain provides unique advantages when paired with AdGuard Home through the Model Context Protocol.

01

The largest ecosystem of integrations, chains, and agents. combine AdGuard Home MCP tools with 500+ LangChain components

02

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

03

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

04

Memory and conversation persistence let agents maintain context across AdGuard Home queries for multi-turn workflows

AdGuard Home + LangChain Use Cases

Practical scenarios where LangChain combined with the AdGuard Home MCP Server delivers measurable value.

01

RAG with live data: combine AdGuard Home tool results with vector store retrievals for answers grounded in both real-time and historical data

02

Autonomous research agents: LangChain agents query AdGuard Home, synthesize findings, and generate comprehensive research reports

03

Multi-tool orchestration: chain AdGuard Home tools with web scrapers, databases, and calculators in a single agent run

04

Production monitoring: use LangSmith to trace every AdGuard Home tool call, measure latency, and optimize your agent's performance

Example Prompts for AdGuard Home in LangChain

Ready-to-use prompts you can give your LangChain agent to start working with AdGuard Home immediately.

01

"What is the current status of my AdGuard Home server?"

02

"Disable protection for the next 10 minutes."

03

"Check if 'doubleclick.net' is currently being filtered for client 192.168.1.50."

Troubleshooting AdGuard Home MCP Server with LangChain

Common issues when connecting AdGuard Home to LangChain through Vinkius, and how to resolve them.

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

AdGuard Home + LangChain FAQ

Common questions about integrating AdGuard Home MCP Server with LangChain.

01

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
02

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

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