How do I get an NCREIF API Key?

NCREIF API access is typically provided to member organizations. You can find or request your API key through the NCREIF Member Portal or by contacting their data services team.

What is the difference between NPI and ODCE indices?

The NPI (NCREIF Property Index) tracks the performance of individual institutional properties, while the ODCE (Open End Diversified Core Equity) tracks the performance of diversified real estate funds.

Can I filter data by property type?

Yes! Use the `get_property_type_data` tool to retrieve performance metrics specifically for categories like Office, Industrial, Retail, or Apartment.

NCREIF MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: NCREIF
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect NCREIF through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

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 agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="NCREIF Assistant",
            instructions=(
                "You help users interact with NCREIF. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from NCREIF"
        )
        print(result.final_output)

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 NCREIF MCP Server

Connect your NCREIF account to your AI agent and gain authoritative insights into the institutional commercial real estate market through natural conversation.

The OpenAI Agents SDK auto-discovers all 10 tools from NCREIF through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries NCREIF, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

What you can do

Index Performance — List and retrieve historical data for NCREIF indices such as the NPI (Property Index) and ODCE (Fund Index).
Property Oversight — List indexed properties and fetch detailed historical returns and performance metrics.
Market Analysis — Access high-level real estate market data and aggregated performance by region or property type (Office, Retail, etc.).
Fund Tracking — View all tracked real estate investment funds and their performance history.
Data Series Access — Browse granular data series and categories for in-depth real estate research.
Deep Inspection — Fetch complete metadata for specific indices, properties, or funds using their unique IDs.

The NCREIF MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 NCREIF to OpenAI Agents SDK via MCP

Follow these steps to integrate the NCREIF MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from NCREIF

Why Use OpenAI Agents SDK with the NCREIF MCP Server

OpenAI Agents SDK provides unique advantages when paired with NCREIF through the Model Context Protocol.

Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

NCREIF + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the NCREIF MCP Server delivers measurable value.

Automated workflows: build agents that query NCREIF, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents — one queries NCREIF, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through NCREIF tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query NCREIF to resolve tickets, look up records, and update statuses without human intervention

NCREIF MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect NCREIF to OpenAI Agents SDK via MCP:

get_fund_performance

Get specific fund performance

get_index_data

Get specific index data

get_property_returns

Get property-level returns

get_property_type_data

g., Office, Retail, Industrial). Get data by property type

get_region_data

Get performance data by region

list_data_series

List available data series

list_funds

List real estate funds

list_indices

g., NPI, ODCE). List NCREIF performance indices

list_market_data

List real estate market data

list_properties

List indexed properties

Example Prompts for NCREIF in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with NCREIF immediately.

"List all commercial real estate indices available via NCREIF."

"Show me the performance data for the 'Office' property type."

"What is the recent performance history for the ODCE Fund Index?"

Troubleshooting NCREIF MCP Server with OpenAI Agents SDK

Common issues when connecting NCREIF to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

NCREIF + OpenAI Agents SDK FAQ

Common questions about integrating NCREIF MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.