Ahrefs MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Ahrefs as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.
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Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token — get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="ahrefs_agent",
instruction=(
"You help users interact with Ahrefs "
"using 10 available tools."
),
tools=[mcp_tools],
)
* 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 Ahrefs MCP Server
Connect your Ahrefs account to your AI agent to unlock the world's most powerful SEO data platform. From auditing domain ratings and backlink profiles to researching keyword difficulty and monitoring SERP rankings, your agent handles your organic growth strategy through natural conversation.
Google ADK natively supports Ahrefs as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
What you can do
- Site Explorer — List and audit backlinks, broken links, and referring domains for any website
- Keyword Research — Retrieve keyword metrics (volume, difficulty, CPC) and generate related keyword ideas
- Organic Traffic Auditing — List top-performing pages and the organic keywords a domain ranks for
- SERP Analysis — Retrieve real-time search results for any keyword across different countries
- SEO Health Monitoring — Quickly retrieve Domain Rating (DR) and Ahrefs Rank to monitor authority trends
The Ahrefs MCP Server exposes 10 tools through the Vinkius. Connect it to Google ADK 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 Ahrefs to Google ADK via MCP
Follow these steps to integrate the Ahrefs MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 10 tools from Ahrefs via MCP
Why Use Google ADK with the Ahrefs MCP Server
Google ADK provides unique advantages when paired with Ahrefs through the Model Context Protocol.
Google ADK natively supports MCP tool servers — declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Ahrefs
Production-ready features like session management, evaluation, and deployment come built-in — not bolted on
Seamless integration with Google Cloud services means you can combine Ahrefs tools with BigQuery, Vertex AI, and Cloud Functions
Ahrefs + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Ahrefs MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Ahrefs and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Ahrefs tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Ahrefs regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Ahrefs
Ahrefs MCP Tools for Google ADK (10)
These 10 tools become available when you connect Ahrefs to Google ADK via MCP:
get_backlinks_stats
Get backlink summary
get_domain_overview
Get domain SEO metrics
get_keyword_overview
Get keyword metrics
get_keyword_volume_history
Get historical search volume
get_serp_overview
Analyze search results
list_backlinks
List website backlinks
list_broken_backlinks
Identify 404 broken links
list_keyword_ideas
Generate keyword ideas
list_organic_keywords
List ranking keywords
list_top_pages
List top performing pages
Example Prompts for Ahrefs in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Ahrefs immediately.
"Show me the domain overview for 'ahrefs.com'."
"List 10 backlinks for 'example.com' with the highest Domain Rating."
"Check keyword metrics for 'best SEO tools' in the US."
Troubleshooting Ahrefs MCP Server with Google ADK
Common issues when connecting Ahrefs to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkAhrefs + Google ADK FAQ
Common questions about integrating Ahrefs MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Connect Ahrefs to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.