• DATA
  • SPEED
  • INSIGHT
  • HUMAN

How to query Brazilian education microdata with your AI

Connect the Inep Dados Abertos MCP to your AI client. You can then pull specific rows from massive datasets using natural language.

Ask AI about this page

Short answer

How can I query Inep microdata without downloading everything?

Your AI uses SQL-like commands to target specific rows within the Inep datastores. You get the exact subsets you need without handling massive files. This breakdown shows how to pull specific education metrics.

The outcomes

What you get from these queries

The AI handles the heavy lifting of data retrieval.

DATA

Targeted row extraction

The AI uses search_datastore_sql to find specific records. You get the exact rows you asked for instead of a giant file.

SPEED

Instant filtering

Skip the manual download and local processing. Your agent filters the Inep datasets directly at the source.

INSIGHT

Direct answers

Ask for specific counts or averages. The AI translates your question into a query and returns the result.

HUMAN

Manual verification

You decide if the returned data meets your research needs. The AI provides the data, but you interpret the educational implications.

The workflow

What your AI does when the query arrives.

The AI acts as a bridge between your question and the Inep datastores.

  1. Translate intent

    Your agent takes your plain English question about Brazilian education and turns it into a structured query.

    search_datastore_sql

  2. Execute search

    The AI runs the query against the Inep microdata to isolate the specific rows you requested.

    search_datastore_sql

  3. Format results

    Instead of raw code, the AI presents the data in a readable format that fits your conversation.

    search_datastore_sql

  4. Refine data

    If the first set of results is too broad, you tell the AI to narrow the filters or add more conditions.

    search_datastore_sql

Try it

Copy these to start.

Use these prompts to begin querying the Inep datasets.

Starting points

Swap out the bracketed terms for the specific school, year, or metric you are researching.

Inep Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_3jZFxduHAUWcGTIHhzx5vn3c12b6IiwMJSWZrmJP/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Inep capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "inep-dados-abertos-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_3jZFxduHAUWcGTIHhzx5vn3c12b6IiwMJSWZrmJP/mcp"
    }
  }
}
Copy into chat04

  • Find all records in the Inep datastore for the year [2022] regarding [ENEM scores].

  • Query the Inep dataset for schools in [São Paulo] that meet [specific criteria].

  • How many rows exist in the [specific dataset name] for [specific category]?

  • Show me the top 10 rows from the Inep microdata filtered by [specific variable].

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Inep Dados Abertos once, then ask.

One link connects the MCP to your client. Your credentials stay encrypted, and you can find the full technical details on the Connector page.

Connect Inep Dados Abertos to your AI

FAQ

How this task behaves

  • 01

    Can the AI download the entire Inep dataset for me?

    No. The AI is designed to query specific rows using search_datastore_sql, not to perform bulk downloads of entire datasets.

  • 02

    Can I use this to change or delete data in the Inep database?

    No. This MCP only allows for querying and reading data. It cannot modify, delete, or overwrite any records in the Inep datastores.

  • 03

    Do I need to know SQL to use this?

    No. You can ask questions in plain English, and your AI agent will handle the SQL translation for you.

  • 04

    Can the AI perform complex statistical analysis on the data?

    The AI can perform basic aggregations through queries, but for deep statistical modeling, you should take the returned rows and use your own specialized tools.

  • 05

    Will the AI remember my previous queries?

    The AI's ability to remember depends on your specific AI client's context window and conversation history.

  • More questions about Inep Dados Abertos? The Connector page answers them. See everything the Inep Dados Abertos Connector can do

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