Bring Real Estate Tech
to Pydantic AI
Create your Vinkius account to connect Dotloop to Pydantic AI and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the 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.
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
How it works
- Subscribe to this server
- Enter your Dotloop Access Token (obtained from the Dotloop Developer Center)
- Start managing your real estate deals through natural language
Who is this for?
- Real Estate Agents — quickly check the status of loops and participants during a busy day
- Transaction Coordinators — oversee document completion and task progress across multiple deals
- Brokerage Administrators — audit activity and manage contacts within the brokerage profile
Built-in capabilities (10)
Add a new participant to a loop
Retrieve the activity log for a specific loop
Get comprehensive information for a specific loop
List all documents within a specific loop folder
List all document folders within a specific loop
List all participants (buyers, sellers, agents) in a specific loop
List all tasks and checklists for a specific loop
List all real estate transactions (loops) for a specific profile
List all contacts in the user directory for a specific profile
Retrieve all profiles (brokerages, associations, individual) associated with the user
Why Pydantic AI?
Pydantic AI validates every Dotloop tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
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Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
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Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Dotloop integration code
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Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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Dependency injection system cleanly separates your Dotloop connection logic from agent behavior for testable, maintainable code
Dotloop in Pydantic AI
Why run Dotloop with Vinkius?
The Dotloop connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Dotloop using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Dotloop and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Dotloop to Pydantic AI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Dotloop for Pydantic AI
Every request between Pydantic AI and Dotloop is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I get an API Access Token for Dotloop?
You must register as a developer at the Dotloop Developer Center. 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.
How does Pydantic AI discover MCP tools?
Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.
Does Pydantic AI validate MCP tool responses?
Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
Can I switch LLM providers without changing MCP code?
Absolutely. Pydantic AI abstracts the model layer. your Dotloop MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
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