How to Use the Ahrefs MCP in Google ADK

Feed live Ahrefs SEO metrics directly into your Google ADK enterprise agents.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Ahrefs MCP to Google ADK

Create your Vinkius account to connect Ahrefs to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup Ahrefs with Google ADK

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Analyze massive search datasets

Your Google Cloud agents need live SEO data to analyze entire market segments. Hooking up the Ahrefs MCP Server lets your LlmAgent pull thousands of rows directly into Gemini's 1M+ token window. You stop worrying about context limits and start asking complex questions about search trends. Pass the McpToolset to your agent to enable specific commands. The system can run `get_domain_overview` on fifty competitors, load the results into memory, and cross-reference them with your internal BigQuery traffic logs.

Automated backlink discovery

Finding link opportunities takes hours of manual filtering. Your Google ADK agent automates this by executing `list_backlinks` against target domains. It reads the referring pages and decides which ones match your brand guidelines. You can restrict the agent's focus using the tool_names filter. Give it access only to `list_broken_backlinks` and point it at an industry leader. The agent builds a highly targeted list of outreach targets without getting distracted by other metrics.

Google ADK keyword intelligence

Search trends shift faster than quarterly reports can track. Connect this MCP Server to your Vertex AI deployment to monitor these shifts by calling `get_keyword_volume_history` on your core product terms. The agent spots declining interest months before it hits your bottom line. Mapping out new content requires understanding the current search results. The system triggers `list_keyword_ideas` to find related topics, then immediately runs `get_serp_overview` to check the actual ranking difficulty. It does the heavy lifting while you review the final strategy.

Setup guide

Set up Ahrefs MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Ahrefs tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Ahrefs_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Ahrefs tools via MCP.",
    tools=mcp_tools,
)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Ahrefs. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Ahrefs now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Ahrefs MCP in Google ADK

Initialize an McpToolset using StreamableHttpServerParameters with your Vinkius URL. Then pass that toolset array to your LlmAgent during setup.

You can restrict access by passing a specific list of tool names to the toolset configuration. This prevents your agent from accidentally triggering heavy operations like listing all organic keywords.

The server integrates perfectly with Gemini's massive context window. You can dump massive backlink exports into the model and ask it to find patterns across the entire dataset.

Provide your agent with both the SEO toolset and your BigQuery tools. The agent will pull search volumes, query your internal conversion tables, and write the combined insights back to your data warehouse.

Vinkius processes every request in a zero-trust sandbox. The keyword lists and competitor domains you check are destroyed immediately after the API returns the data.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript