How to Use the Precisely MCP in OpenAI Agents SDK

Q: Can I use Precisely with OpenAI Agents SDK to check regional demographics?

Yes. You can call enrichdemographics to pull population density and income brackets. Precisely helps your agent map these variables to specific coordinates, which is critical for market analysis.

Q: Does Precisely work with OpenAI Agents SDK in non-US regions?

Geocoding and timezones are global. However, tools like getpropertyinfo are US-only. Check the documentation for each tool to verify regional coverage before deployment.

Integrate Precisely into your OpenAI Agents SDK workflow to automate property risk and tax assessments with verified location data.

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Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers — Included with Plan

Connect Precisely MCP to OpenAI Agents SDK

Create your Vinkius account to connect Precisely to OpenAI Agents SDK — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

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Setup Precisely with OpenAI Agents SDK

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Validate and geocode addresses with OpenAI Agents SDK

Your agent can sanitize user input using `verify_address` to confirm deliverability before processing orders or claims. This prevents downstream errors by ensuring every address matches official postal records. Use `geocode_address` to resolve strings into precise latitude and longitude coordinates. This gives your agent the spatial context needed to trigger location-specific workflows across your production environment.

Assess property risk Precisely for OpenAI Agents SDK

Feed `enrich_flood_risk` into your agent's decision logic to determine insurance exposure based on FEMA data. It identifies flood zone classifications and elevation risks without requiring human intervention. Run `enrich_crime_risk` to pull normalized crime indices for any coordinate. Your agent gets a clear risk profile that helps it make consistent underwriting decisions based on national averages.

Calculate local tax Precisely for OpenAI Agents SDK

Automate tax compliance by calling `get_local_tax` to retrieve combined rates for specific parcel boundaries. The tool handles complex overlaps, ensuring your agent applies the correct jurisdiction rules in real-time. Combine this with `get_property_info` to extract square footage, year built, and ownership data. You'll have all the necessary property attributes to populate tax filings or quote forms accurately.

Setup guide

Set up Precisely MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Precisely tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Precisely tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Precisely tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Precisely Agent",
            instructions="You have access to Precisely tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Common questions about Precisely MCP in OpenAI Agents SDK

It provides a direct link to high-fidelity location data. Precisely lets your agent verify input data and pull risk metrics in one step, ensuring your pipeline handles only validated records.

The server returns structured error codes for every tool call. Precisely gives your agent the context needed to retry failed lookups or prompt the user for better input, keeping your OpenAI Agents SDK flow stable.

Yes. You can call `enrich_demographics` to pull population density and income brackets. Precisely helps your agent map these variables to specific coordinates, which is critical for market analysis.

Geocoding and timezones are global. However, tools like `get_property_info` are US-only. Check the documentation for each tool to verify regional coverage before deployment.

It uses standard HTTPS transport for all queries. Precisely processes address strings and coordinates without storing them, ensuring your agent's data remains ephemeral and secure.

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