Can I update a content entry using the agent?

Yes! Use the `update_content_entry` tool with the Model name and Entry ID. You can provide a new `data` JSON string to modify the content fields directly from your workspace.

How do I list all the models defined in my space?

Simply ask the agent to `list_models`. It will retrieve all the content models (like 'page', 'header', 'announcement-bar') configured in your Builder.io account.

Does the integration allow checking API usage limits?

Yes. Use the `get_api_usage` tool. It will retrieve real-time statistics about your API requests, helping you monitor your performance and limits.

Builder.io MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: Builder.io
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Builder.io 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="builderio_agent",
            tools=tools,
            system_message=(
                "You help users with Builder.io. "
                "10 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 Builder.io MCP Server

Connect your Builder.io account to any AI agent and orchestrate your visual CMS, content management, and digital experience workflows through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Builder.io tools. Connect 10 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

Content Oversight — List and retrieve detailed metadata for all your content entries across different models (Pages, Blog Posts, etc.).
Model Management — List all content models in your space and retrieve detailed schema metadata.
Visual Automation — Create and update content entries programmatically using the Write API directly from your workspace.
Infrastructure Coordination — Access and monitor your spaces, organization settings, and reusable symbols.
Performance Tracking — Retrieve real-time API usage statistics to monitor your CMS performance.
Entry Deep Dives — Get detailed data for specific content or model IDs straight from your workspace.

The Builder.io MCP Server exposes 10 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 Builder.io to AutoGen via MCP

Follow these steps to integrate the Builder.io 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 10 tools from Builder.io automatically

Why Use AutoGen with the Builder.io MCP Server

AutoGen provides unique advantages when paired with Builder.io through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Builder.io tools to solve complex tasks

Role-based architecture lets you assign Builder.io 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 Builder.io tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Builder.io tool responses in an isolated environment

Builder.io + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Builder.io MCP Server delivers measurable value.

Collaborative analysis: one agent queries Builder.io while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Builder.io, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Builder.io data to make informed decisions about resource distribution

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

Builder.io MCP Tools for AutoGen (10)

These 10 tools become available when you connect Builder.io to AutoGen via MCP:

create_content_entry

Create a new content entry

get_api_usage

Retrieve API usage statistics

get_content_entry

Get a specific content entry

get_model

Get details of a specific content model

get_space

Get details of a specific space

list_content

List content entries for a specific model

list_models

List all content models in the space

list_spaces

List all spaces in your organization

list_symbols

List all reusable symbols

update_content_entry

Update an existing content entry

Example Prompts for Builder.io in AutoGen

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

"List all content entries for the 'page' model."

"Show the schema details for the 'blog-post' model."

"Create a new entry in 'announcement-bar' with name 'Promo Banner'."

Troubleshooting Builder.io MCP Server with AutoGen

Common issues when connecting Builder.io to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

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

Builder.io + AutoGen FAQ

Common questions about integrating Builder.io 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 Builder.io 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.