How to Use the Inep Dados Abertos MCP in Claude

Q: How do I query specific ENEM scores using Inep Dados Abertos in Claude Desktop?

Tell Claude to run a query using searchdatastoresql. The client will execute the SQL statement against the INEP database and return the filtered score distributions directly in your chat window.

Q: Can I search for specific school registries with Inep Dados Abertos on Claude Desktop?

Ask your agent to search the Censo Escolar database using searchdatastore with the school's ID or location parameters to pull the registered record. This returns the exact school profile without manual search portal navigation.

Q: What is the easiest way to list all available educational datasets using Inep Dados Abertos in Claude Desktop?

Just ask your agent to list them. Claude Desktop will call listpackages to fetch the entire active catalog of Brazilian educational databases.

Pull raw INEP educational datasets and run SQL queries directly inside Claude Desktop using this MCP Server.

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Connect Inep Dados Abertos MCP to Claude Desktop

Create your Vinkius account to connect Inep Dados Abertos to Claude Desktop and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Inep Dados Abertos with Claude Desktop

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Direct SQL queries on Censo Escolar inside Claude Desktop

Querying Brazilian educational databases is direct when your agent uses `search_datastore_sql` inside Claude Desktop. You get the exact rows you need from the Censo Escolar or ENEM datasets without choking your local machine. Your agent handles the heavy lifting, parsing the database schema and pulling filtered results. By invoking `search_datastore`, the client retrieves structured educational statistics on demand, so you can analyze Brazilian school performance without manual exports.

Instant dataset and resource discovery

Locating the exact educational datasets you need requires only `list_packages` and `search_packages` inside your chat. The server exposes the exact metadata structure, letting your agent pinpoint the correct resources. Once you find a dataset, call `get_package` or `get_resource` to inspect its contents. You don't have to guess column names or search through clunky government portals anymore.

Organization and group metadata mapping

Mapping the hierarchy of Brazilian educational departments becomes straightforward when you use this MCP configuration to call `list_organizations` and `get_organization`. It helps you identify exactly which division owns the historical school registries. Filtering datasets by educational level or region is equally simple with `list_groups` and `get_group`. This structure makes organizing your research pipeline clean and fast.

Setup guide

Set up Inep Dados Abertos MCP in Claude Web or Desktop

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.
2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL: https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.
3

Start a conversation

Open a new chat. The Inep Dados Abertos MCP tools are available immediately — no restart needed.

Endpoint URL

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

No configuration file needed — paste the URL directly in the Claude web interface.

Available on Free (1 connector), Pro, Max, Team, and Enterprise plans.

Prerequisites

Claude Desktop installed (macOS or Windows)
Active Vinkius subscription with a valid endpoint token

1

Open Claude Desktop Settings

Click the menu icon at the top-left corner, go to Settings → Developer → Edit Config. This opens claude_desktop_config.json in your default text editor.
2

Paste the Inep Dados Abertos MCP configuration

Copy the JSON snippet on the right into the mcpServers object. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Restart Claude Desktop

Close and reopen the application. Claude needs a full restart to load new MCPs — refreshing a conversation is not enough.
4

Verify the connection

Open a new conversation. Click the 🔌 icon at the bottom of the message input. You should see tools listed under inep-dados-abertos-mcp.

json

{
  "mcpServers": {
    "inep-dados-abertos-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

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Common questions about Inep Dados Abertos MCP in Claude Desktop

Tell Claude to run a query using `search_datastore_sql`. The client will execute the SQL statement against the INEP database and return the filtered score distributions directly in your chat window.

Ask your agent to search the Censo Escolar database using `search_datastore` with the school's ID or location parameters to pull the registered record. This returns the exact school profile without manual search portal navigation.

Just ask your agent to list them. Claude Desktop will call `list_packages` to fetch the entire active catalog of Brazilian educational databases.

No drivers are required on your machine. The MCP Server handles the database connection to the INEP CKAN API, allowing you to run SQL queries directly through simple chat commands.

This server only reads public, anonymized educational data from INEP. Since the connection runs through a secure sandbox, your local queries and API keys never touch third-party servers.

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