Siteimprove MCP Server for AutoGen 9 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Siteimprove as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="siteimprove_agent",
tools=tools,
system_message=(
"You help users with Siteimprove. "
"9 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
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 Siteimprove MCP Server
Connect your Siteimprove account to any AI agent to automatically pull website quality scores, accessibility issues, and SEO metrics into your workspace. Turn raw analytics into actionable insights without leaving your chat.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Siteimprove tools. Connect 9 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
- Digital Certainty Index (DCI) — Get a high-level summary of a site's overall quality, accessibility, and SEO health
- Accessibility (A11y) — List specific technical accessibility barriers that are causing compliance drops
- Site Quality Assurance (QA) — Identify broken links, misspellings, and readability metrics across all crawled pages
- SEO Oversight — Retrieve technical SEO errors that are impacting your search engine rankings
- Fleet Management — List all monitored sites and browse individual crawled pages
The Siteimprove MCP Server exposes 9 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 Siteimprove to AutoGen via MCP
Follow these steps to integrate the Siteimprove 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 9 tools from Siteimprove automatically
Why Use AutoGen with the Siteimprove MCP Server
AutoGen provides unique advantages when paired with Siteimprove through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Siteimprove tools to solve complex tasks
Role-based architecture lets you assign Siteimprove 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 Siteimprove tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Siteimprove tool responses in an isolated environment
Siteimprove + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Siteimprove MCP Server delivers measurable value.
Collaborative analysis: one agent queries Siteimprove while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Siteimprove, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Siteimprove data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Siteimprove responses in a sandboxed execution environment
Siteimprove MCP Tools for AutoGen (9)
These 9 tools become available when you connect Siteimprove to AutoGen via MCP:
get_accessibility_summary
Retrieves the accessibility health overview for a site
get_qa_summary
Retrieves the Quality Assurance (QA) health overview for a site
get_seo_summary
Retrieves the SEO health overview for a site
get_site_details
Retrieves details for a specific site
get_site_summary
Retrieves the Digital Certainty Index (DCI) overview for a site
list_accessibility_issues
Lists specific accessibility issues discovered on a site
list_broken_links
Lists all broken links found on a specific site
list_crawled_pages
Lists all crawled pages for a specific site
list_sites
Lists all monitored websites in Siteimprove
Example Prompts for Siteimprove in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Siteimprove immediately.
"List all monitored sites in my Siteimprove account."
"Get the latest accessibility issues for site 1547844111."
"What is the DCI Summary score for my main domain?"
Troubleshooting Siteimprove MCP Server with AutoGen
Common issues when connecting Siteimprove to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Siteimprove + AutoGen FAQ
Common questions about integrating Siteimprove MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect Siteimprove to AutoGen
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.