Can I compare traffic between two domains?

Yes! You can call `get_desktop_visits` for each domain sequentially. Your AI agent can then summarize and compare the results for you.

What is the source of SimilarWeb's data?

SimilarWeb uses a variety of data sources, including first-party direct measurement, public data sources, and their own massive contributor panel.

Does this integration provide real-time hourly visits?

No. The standard API tools currently focus on providing reliable monthly visit totals and ranking data, ensuring statistically significant insights.

SimilarWeb Analytics MCP Server for AutoGen 3 tools — connect in under 2 minutes

Name: SimilarWeb Analytics
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 3 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add SimilarWeb Analytics as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="similarweb_analytics_agent",
            tools=tools,
            system_message=(
                "You help users with SimilarWeb Analytics. "
                "3 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 SimilarWeb Analytics MCP Server

Equip your AI agent with the industry standard for digital market intelligence through the SimilarWeb MCP server. This integration provides real-time access to website traffic and engagement data. Your agent can retrieve monthly desktop visits, global traffic ranks, and category-specific ranks for any domain. Whether you are conducting competitive analysis, researching investment opportunities, or auditing digital properties, your agent acts as a dedicated market analyst through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use SimilarWeb Analytics tools. Connect 3 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Traffic Auditing — Retrieve historical monthly desktop visit data for any website domain.
Competitive Benchmarking — Compare global and category ranks between multiple websites.
Market Analysis — Identify industry leaders and rising stars in specific web categories.
Growth Tracking — Monitor traffic trends over time to identify seasonal spikes or long-term growth.

The SimilarWeb Analytics MCP Server exposes 3 tools through the Vinkius. Connect it to AutoGen 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 SimilarWeb Analytics to AutoGen via MCP

Follow these steps to integrate the SimilarWeb Analytics MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 3 tools from SimilarWeb Analytics automatically

Why Use AutoGen with the SimilarWeb Analytics MCP Server

AutoGen provides unique advantages when paired with SimilarWeb Analytics through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use SimilarWeb Analytics tools to solve complex tasks

Role-based architecture lets you assign SimilarWeb Analytics tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive SimilarWeb Analytics tool calls

Code execution sandbox: AutoGen agents can write and run code that processes SimilarWeb Analytics tool responses in an isolated environment

SimilarWeb Analytics + AutoGen Use Cases

Practical scenarios where AutoGen combined with the SimilarWeb Analytics MCP Server delivers measurable value.

Collaborative analysis: one agent queries SimilarWeb Analytics while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from SimilarWeb Analytics, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using SimilarWeb Analytics data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process SimilarWeb Analytics responses in a sandboxed execution environment

SimilarWeb Analytics MCP Tools for AutoGen (3)

These 3 tools become available when you connect SimilarWeb Analytics to AutoGen via MCP:

get_category_rank

Get category rank for a domain

get_desktop_visits

Get monthly desktop visits for a domain

get_global_rank

Get global rank for a domain

Example Prompts for SimilarWeb Analytics in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with SimilarWeb Analytics immediately.

"What is the global rank of techcrunch.com?"

"Compare the traffic of 'github.com' and 'gitlab.com'."

"Find the category rank for 'netflix.com'."

Troubleshooting SimilarWeb Analytics MCP Server with AutoGen

Common issues when connecting SimilarWeb Analytics to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

SimilarWeb Analytics + AutoGen FAQ

Common questions about integrating SimilarWeb Analytics MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call SimilarWeb Analytics tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.