Bring Investment Data
to Pydantic AI
Create your Vinkius account to connect NCREIF Custom Query to Pydantic AI and start using all 3 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 NCREIF Custom Query MCP Server?
Empower your AI agents with institutional real estate intelligence. This server provides programmatic access to the NCREIF Query Tool API, allowing for deep analysis of the NCREIF Property Index (NPI), Fund Index (ODCE), and specialized timberland/farmland data.
What you can do
- Custom Analytics — Execute SQL-like queries to calculate income returns, appreciation, and total returns
- Index Monitoring — Access historical and real-time performance data for major US real estate indices
- Predefined KPIs — Quickly retrieve key metrics like Cap Rates and Occupancy percentages
- Granular Filtering — Filter by property type, region, CBSA, and more using powerful where clauses
How it works
- Subscribe to this server
- Enter your NCREIF Username and Password (Member/Subscriber credentials)
- Start querying institutional data directly from Claude, Cursor, or any MCP client
Built-in capabilities (3)
Execute a custom NCREIF query
Get historical NPI returns
Get predefined KPI data
Why Pydantic AI?
Pydantic AI validates every NCREIF Custom Query tool response against typed schemas, catching data inconsistencies at build time. Connect 3 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.
- —
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
- —
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your NCREIF Custom Query integration code
- —
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
- —
Dependency injection system cleanly separates your NCREIF Custom Query connection logic from agent behavior for testable, maintainable code
NCREIF Custom Query in Pydantic AI
Why run NCREIF Custom Query with Vinkius?
The NCREIF Custom Query 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 3 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 NCREIF Custom Query using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
NCREIF Custom Query and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect NCREIF Custom Query 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
NCREIF Custom Query for Pydantic AI
Every request between Pydantic AI and NCREIF Custom Query 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
Who can access this API?
Access is limited to NCREIF Data Contributor Members and paid Data Subscribers. You must use your website login credentials.
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 NCREIF Custom Query MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
Explore More MCP Servers
View all →
Nango (Unified API & Integration Platform)
7 toolsManage product integrations via Nango — audit OAuth connections, track data syncs, and explore unified records.
MeiQia
10 toolsLeading live chat and customer CRM platform — manage conversations, messages, and customers via AI.
Pointagram
6 toolsMotivate your sales team with gamified leaderboards, competitions, and rewards that turn KPIs into engaging daily challenges.
Physiological Hydration Metric Engine
5 toolsCompute exact metabolic water intake requirements. Structure highly optimized, circadian fluid distribution schedules adapting natively to body mass, physical output, and environmental climate.