How do I get an API Access Token for Dotloop?

You must register as a developer at the [**Dotloop Developer Center**](https://info.dotloop.com/developers). Once your application is approved, you can utilize OAuth 2.0 to generate an access token for your account.

Does this tool support document signing?

This MCP server is optimized for data retrieval, oversight, and management of participants/tasks. For the actual signing process, you should continue to use the Dotloop web or mobile application.

Dotloop MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: Dotloop
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 Dotloop 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="dotloop_agent",
            tools=tools,
            system_message=(
                "You help users with Dotloop. "
                "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 Dotloop MCP Server

Connect your AI agent to Dotloop, the leading real estate transaction management platform. This integration allows you to interact with your loops, manage participants, and oversee documents and tasks directly through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Dotloop 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

Loop Oversight — List and retrieve detailed information for all your real estate transactions
Participant Management — Add, list, and update profiles for buyers, sellers, and agents involved in a loop
Document Organization — Explore folders and list metadata for all transaction documents
Task Tracking — Monitor the status of checklists and to-do items for each deal
Activity Auditing — Review the full activity log for any specific loop to see historical actions
Profile Control — Access multiple profiles (personal or brokerage) associated with your account

The Dotloop 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 Dotloop to AutoGen via MCP

Follow these steps to integrate the Dotloop 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 Dotloop automatically

Why Use AutoGen with the Dotloop MCP Server

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

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

Role-based architecture lets you assign Dotloop 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 Dotloop tool calls

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

Dotloop + AutoGen Use Cases

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

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

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

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

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

Dotloop MCP Tools for AutoGen (10)

These 10 tools become available when you connect Dotloop to AutoGen via MCP:

add_loop_participant

Add a new participant to a loop

get_loop_activity

Retrieve the activity log for a specific loop

get_loop_details

Get comprehensive information for a specific loop

list_folder_documents

List all documents within a specific loop folder

list_loop_folders

List all document folders within a specific loop

list_loop_participants

List all participants (buyers, sellers, agents) in a specific loop

list_loop_tasks

List all tasks and checklists for a specific loop

list_loops

List all real estate transactions (loops) for a specific profile

list_profile_contacts

List all contacts in the user directory for a specific profile

list_profiles

Retrieve all profiles (brokerages, associations, individual) associated with the user

Example Prompts for Dotloop in AutoGen

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

"List all my active transaction loops."

"Show me the tasks for loop ID '78901'."

Troubleshooting Dotloop MCP Server with AutoGen

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

McpWorkbench not found

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

Dotloop + AutoGen FAQ

Common questions about integrating Dotloop 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 Dotloop 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.