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Aracaju MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 5 tools to List Bids, List Contracts, List Expenses, and more

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

Ask AI about this MCP Server for OpenAI Agents SDK

The Aracaju MCP Server for OpenAI Agents SDK is a standout in the Data Analytics category — giving your AI agent 5 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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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="Aracaju Assistant",
            instructions=(
                "You help users interact with Aracaju. "
                "You have access to 5 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
Aracaju
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Aracaju MCP Server

Connect to the Aracaju Transparency Portal to audit and analyze public data from the capital of Sergipe, Brazil. This server allows any AI agent to query municipal financial records and administrative data in real-time.

The OpenAI Agents SDK auto-discovers all 5 tools from Aracaju through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Aracaju, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Revenues & Income — List and analyze municipality revenues by fiscal year and month to track tax collection and transfers.
  • Public Spending — Query detailed expenses (despesas) by year or specific government bodies to monitor how public funds are allocated.
  • Tenders & Bids — Access information on public tenders (licitações) to stay informed about government procurement processes.
  • Contracts — Inspect signed contracts and agreements between the municipality and third parties.
  • Personnel & Payroll — Retrieve data regarding public servants and payroll (servidores) to ensure administrative transparency.

The Aracaju MCP Server exposes 5 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 5 Aracaju tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Aracaju through Vinkius, your AI agent gets direct access to every tool listed below — spanning transparency, public-spending, aracaju, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

list

List bids on Aracaju

List public tenders and bids (licitações)

list

List contracts on Aracaju

List signed contracts (contratos)

list

List expenses on Aracaju

List municipality expenses (despesas)

list

List personnel on Aracaju

List public servants and payroll (servidores)

list

List revenues on Aracaju

List municipality revenues (receitas)

Connect Aracaju to OpenAI Agents SDK via MCP

Follow these steps to wire Aracaju into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 5 tools from Aracaju

Why Use OpenAI Agents SDK with the Aracaju MCP Server

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

01

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

02

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

03

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

04

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

Aracaju + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Aracaju in OpenAI Agents SDK

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

01

"List the revenues for Aracaju in January 2024."

02

"Show me the latest public bids in the city."

03

"What are the expenses for the health department in 2023?"

Troubleshooting Aracaju MCP Server with OpenAI Agents SDK

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

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

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

Aracaju + OpenAI Agents SDK FAQ

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

01

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.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

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