• IDENTIFIED
  • STRUCTURED
  • RAW
  • HUMAN

How to extract legal entities with your AI

Connect the Brazilian Judiciary Dictionary Engine once. After that, your AI handles the heavy lifting of scanning documents for specific legal bodies.

Ask AI about this page

Short answer

How do I pull Brazilian courts and regulators from my documents?

Your AI uses deterministic regex matching to scan text files for specific Brazilian legal entities. It identifies and categorizes these bodies automatically. You'll see the specific outcomes below.

The results.

Where the data lands.

The extraction process organizes your text into these specific outputs.

IDENTIFIED

Categorized court lists

The AI identifies specific Brazilian courts and regulatory bodies. You get a clean list of every entity found in the text.

STRUCTURED

Mapped entity types

Each entity is tagged by its specific legal role. This makes it easy to separate a local court from a federal regulator.

RAW

Original text snippets

The AI keeps track of where it found each entity. You can see the exact context within the original document.

HUMAN

Review for edge cases

Regex is precise, but you should still check any ambiguous names. This step ensures your final data is accurate.

The workflow

What your AI does when the text arrives.

The AI follows a strict pattern to ensure it doesn't hallucinate names.

  1. Scan text

    The AI reads through your uploaded files to locate potential legal names.

    search_legal_entities

  2. Match patterns

    It uses deterministic regex to confirm if a string matches a known Brazilian court or regulator.

    search_legal_entities

  3. Categorize entities

    The AI sorts the matched names into specific legal categories.

    search_legal_entities

  4. Format results

    The final list is prepared for your review or for export to a spreadsheet.

    search_legal_entities

Try it

Copy these to start.

Use these prompts to trigger the extraction immediately.

Starting points

Swap the bracketed text for your actual file names or specific court names.

Native V8 Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_nVGrOtVSle3rd3ZJsdubKaXkNu6UPUyg7TJgcWW0/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 — Native V8 capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "brazilian-judiciary-dictionary-engine-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_nVGrOtVSle3rd3ZJsdubKaXkNu6UPUyg7TJgcWW0/mcp"
    }
  }
}
Copy into chat04

  • Search the file 'legal_brief_v1.txt' for all Brazilian regulatory bodies.

  • Extract all court names found in the 'case_files' folder.

  • Identify every judicial entity mentioned in this document and categorize them.

  • List all federal regulators found in 'compliance_report.pdf'.

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

Start here

Connect Brazilian Judiciary Dictionary Engine once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can start using the tools in your preferred AI client right away.

Connect Brazilian Judiciary Dictionary Engine to your AI

FAQ

How this task behaves.

  • 01

    Does the AI guess names if it can't find them?

    No. The tool uses deterministic regex, meaning it only identifies entities that match the specific patterns in the dictionary.

  • 02

    Can the AI change the original text files?

    No. The AI only reads the files to extract information; it cannot modify or delete your original documents.

  • 03

    Will it find every single legal entity in Brazil?

    It will find all entities that match the patterns in the dictionary. It won't identify entities that fall outside these specific regex definitions.

  • 04

    Can I use this with Claude?

    Yes, as long as you are using an MCP-compatible client like Claude Desktop.

  • 05

    Does it work on small snippets or just large files?

    It works on any text provided, from a single paragraph to massive text files.

  • More questions about Brazilian Judiciary Dictionary Engine? The Connector page answers them. See everything the Brazilian Judiciary Dictionary Engine Connector can do

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