Can the assistant create new Retool apps or modify queries?

No, this integration is primarily focused on querying and auditing your Retool workspace. It can list apps (`list_apps`), detail definitions (`get_app`), and trace infrastructure (`list_resources`, `list_workflows`) but cannot currently modify app UI or delete users.

Where do I find the Retool Domain?

Your Retool domain is exactly what you see in the URL bar when you log into Retool. For example, if you access Retool at `https://acme-corp.retool.com`, your domain is `acme-corp.retool.com`. For self-hosted deployments, use the root domain of your custom instance.

Can the AI show me which automated workflows are currently active?

Yes. Use `list_workflows` to retrieve all automation workflows configured in your Retool workspace, including their names and status. This lets you quickly verify which background processes are running without opening the Retool dashboard.

Retool MCP Server for AutoGen 7 tools — connect in under 2 minutes

Name: Retool
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 7 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Retool 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="retool_agent",
            tools=tools,
            system_message=(
                "You help users with Retool. "
                "7 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Retool MCP Server

Connect your conversational assistant directly to the Retool ecosystem. This integration enables your AI to explore the organizational structure of your internal tools, auditing who has access to what, and reviewing which databases are connected.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Retool tools. Connect 7 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

Audit Applications — Ask your assistant to scan your Retool workspace (list_apps) and drill down into the configuration of specific tools (get_app). Observe how tools are organized by requesting a view of the folder hierarchy (list_folders).
Manage Permissions & Users — Review the active members of your Retool organization (list_users) and understand their access levels by listing the existing permission groups (list_groups).
Review DevOps & Infrastructure — Command the AI to inspect which data sources or APIs are wired into your operational stack (list_resources), and list any active background automation tasks (list_workflows).

The Retool MCP Server exposes 7 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 Retool to AutoGen via MCP

Follow these steps to integrate the Retool 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 7 tools from Retool automatically

Why Use AutoGen with the Retool MCP Server

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

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

Role-based architecture lets you assign Retool 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 Retool tool calls

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

Retool + AutoGen Use Cases

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

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

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

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

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

Retool MCP Tools for AutoGen (7)

These 7 tools become available when you connect Retool to AutoGen via MCP:

get_app

Retrieves details for a specific Retool application

list_apps

Lists all applications in the Retool organization

list_folders

Lists all folders in the Retool workspace

list_groups

Lists all permission groups

list_resources

Lists all data resources configured in Retool

list_users

Lists all users in the Retool organization

list_workflows

Lists all Retool Workflows

Example Prompts for Retool in AutoGen

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

"List all users in my Retool workspace."

"List all applications currently configured."

"Tell me what resources are connected to our Retool."

Troubleshooting Retool MCP Server with AutoGen

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

McpWorkbench not found

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

Retool + AutoGen FAQ

Common questions about integrating Retool 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 Retool 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.