Bring Floor Plans
to Pydantic AI
Create your Vinkius account to connect Magicplan 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 Magicplan MCP Server?
Connect your Magicplan workspace to any AI agent to automate your architectural and estimation workflows. This MCP server enables your agent to interact with floor plans, retrieve precise spatial measurements, and access detailed financial estimates directly from natural language interfaces.
What you can do
- Project Oversight — List all architectural projects and retrieve detailed metadata and status updates
- Spatial Intelligence — Access full floor plan spatial data including floors, rooms, and individual object placements
- Precise Measurements — Retrieve numeric statistics such as area, perimeter, and volume for any plan or specific room
- Estimation Audit — Access comprehensive financial breakdowns including labor, materials, taxes, and itemized positions
- User Management — List collaborators and manage workspace access across your architectural teams
- Data Collection — Query inspection forms and survey data attached directly to your floor plans
How it works
- Subscribe to this server
- Enter your Magicplan Customer ID and API Key
- Start managing your architectural data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Architects & Surveyors — Quickly query floor plan measurements and project statuses via natural language commands
- Construction Managers — Monitor project estimates and financial breakdowns without leaving your dev tools
- Real Estate Professionals — Automate the extraction of spatial metadata and floor plan statistics effortlessly
Built-in capabilities (10)
Get full financial breakdown for an estimate
Retrieve forms attached to a specific plan
Get numeric measurements for a plan
Get metadata for a specific project
Get full spatial data for a project
Get configuration for the current workspace
List all data collection forms (checklists)
List all floor plan projects
List all financial estimates for a project
List all users in the Magicplan workspace
Why Pydantic AI?
Pydantic AI validates every Magicplan 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 Magicplan 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 Magicplan connection logic from agent behavior for testable, maintainable code
Magicplan in Pydantic AI
Why run Magicplan with Vinkius?
The Magicplan 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 Magicplan using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Magicplan and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Magicplan 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
Magicplan for Pydantic AI
Every request between Pydantic AI and Magicplan 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 my Customer ID and API Key?
Log in to the magicplan Cloud dashboard as an admin, navigate to Workspace Settings > API to generate your credentials.
Can I see the measurements of a specific room?
Yes, the get_plan_measurements tool returns numeric data for the entire plan, individual floors, and every room within those floors.
What is included in the financial estimate details?
The get_estimate_details tool retrieves customer contact info, financial totals (labor, material, tax), and a full list of itemized positions/tasks.
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 Magicplan 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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