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Inep Dados Abertos MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 12 tools to Get Group, Get Organization, Get Package, and more

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Inep Dados Abertos 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 Inep Dados Abertos MCP Server for OpenAI Agents SDK is a standout in the Data Analytics category — giving your AI agent 12 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="Inep Dados Abertos Assistant",
            instructions=(
                "You help users interact with Inep Dados Abertos. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
Inep Dados Abertos
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60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
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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 Inep Dados Abertos MCP Server

Connect to the Inep Open Data Portal (Instituto Nacional de Estudos e Pesquisas Educacionais Anísio Teixeira) and explore the most comprehensive educational datasets in Brazil through natural language.

The OpenAI Agents SDK auto-discovers all 12 tools from Inep Dados Abertos through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Inep Dados Abertos, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Dataset Discovery — List and search through hundreds of educational packages including ENEM, IDEB, and Censo Escolar.
  • Deep Data Querying — Use SQL-like queries to filter and extract specific rows from massive datasets without downloading huge files.
  • Resource Inspection — Access metadata, download links, and structural information for CSVs, PDFs, and microdata.
  • Organizational Mapping — Explore data grouped by specific departments and thematic groups within the Brazilian Ministry of Education.
  • Granular Search — Find specific resources or tags to pinpoint the exact statistical series needed for research or reporting.

The Inep Dados Abertos MCP Server exposes 12 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 12 Inep Dados Abertos tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Inep Dados Abertos through Vinkius, your AI agent gets direct access to every tool listed below — spanning education-data, brazil, academic-research, 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.

get

Get group on Inep Dados Abertos

Get group details

get

Get organization on Inep Dados Abertos

Get organization details

get

Get package on Inep Dados Abertos

Get dataset details

get

Get resource on Inep Dados Abertos

Get resource details

list

List groups on Inep Dados Abertos

List groups

list

List organizations on Inep Dados Abertos

g., different departments within Inep). List organizations

list

List packages on Inep Dados Abertos

List all dataset (package) names

list

List tags on Inep Dados Abertos

List tags

search

Search datastore on Inep Dados Abertos

Search data within a resource (DataStore)

search

Search datastore sql on Inep Dados Abertos

Query data using SQL (DataStore)

search

Search packages on Inep Dados Abertos

Search datasets

search

Search resources on Inep Dados Abertos

Search resources

Connect Inep Dados Abertos to OpenAI Agents SDK via MCP

Follow these steps to wire Inep Dados Abertos 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 12 tools from Inep Dados Abertos

Why Use OpenAI Agents SDK with the Inep Dados Abertos MCP Server

OpenAI Agents SDK provides unique advantages when paired with Inep Dados Abertos 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

Inep Dados Abertos + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Inep Dados Abertos MCP Server delivers measurable value.

01

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

02

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

03

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

04

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

Example Prompts for Inep Dados Abertos in OpenAI Agents SDK

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

01

"Search for all available datasets related to 'Censo Escolar'."

02

"List the resources and download URLs for the 'ENEM 2022' package."

03

"Run a SQL query to get the first 10 records from resource 'd9e8f7a6-...' where the state is 'SP'."

Troubleshooting Inep Dados Abertos MCP Server with OpenAI Agents SDK

Common issues when connecting Inep Dados Abertos 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.

Inep Dados Abertos + OpenAI Agents SDK FAQ

Common questions about integrating Inep Dados Abertos 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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