• DATA
  • LINKS
  • RISK
  • HUMAN

How to map corporate entity networks with your AI

Connect KnowFirst to your agent to turn fragmented company data into a clear map of ownership and dependencies.

Ask AI about this page

Short answer

How can I use my AI to map corporate entity networks?

Your agent uses KnowFirst to identify specific companies and then traces their connections to find parent organizations or subsidiaries. You'll get a structured view of how different entities are tied together through ownership or control. This breakdown shows you exactly how the mapping happens.

The outcomes

What you'll discover

Once your agent runs the search, you get these specific outputs.

DATA

Entity profiles

The AI pulls specific details on the companies you target. You get names, identifiers, and core data points for every entity found.

LINKS

Relationship maps

Your agent identifies how companies connect. You'll see the links between subsidiaries and their parent companies.

RISK

Dependency alerts

The AI flags hidden connections that might pose a risk. You'll see which entities rely on others for operational stability.

HUMAN

Manual verification

You review the final relationship tree. The AI identifies the links, but you decide which connections are relevant to your investigation.

The workflow

What your AI does when the request arrives.

The agent handles the heavy lifting of searching and connecting data points.

  1. Identify targets

    Your agent finds the specific companies or organizations you are looking for within the database.

    search_intelligence_entities

  2. Trace connections

    After finding the entities, the agent looks for any existing links between them.

    get_entity_connections

  3. Map ownership

    The agent uses the connection data to build a hierarchy of parent and subsidiary relationships.

    get_entity_connections

  4. Summarize structure

    The agent organizes the discovered links into a readable summary of the corporate network.

    search_intelligence_entities

Try it

Copy these to start.

Use these prompts to kick off your investigation.

Starting points

Replace the bracketed text with the specific company names or sectors you want to investigate.

KnowFirst Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Z8CnF1wqoqO8iCc95lAlpYrJbPlvPqIzGKFv0tW2/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 — KnowFirst capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "knowfirst-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Z8CnF1wqoqO8iCc95lAlpYrJbPlvPqIzGKFv0tW2/mcp"
    }
  }
}
Copy into chat04

  • Map the relationship between [Company A] and [Company B] using KnowFirst.

  • Find all known subsidiaries for [Parent Company Name].

  • Identify the parent company for [Target Entity] and list its major connections.

  • Search for any hidden organizational dependencies involving [Industry Sector] companies.

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

Start here

Connect KnowFirst once, then ask.

One click connects the MCP to your agent. Your credentials stay encrypted, and you can start mapping immediately.

Connect KnowFirst to your AI

FAQ

How the mapping works

  • 01

    Can the AI create new company records?

    No. The tools only allow the AI to search for and retrieve existing entity data.

  • 02

    Does the AI automatically update company information?

    No. The AI reads the data provided by KnowFirst but cannot modify the underlying database.

  • 03

    How does it find parent companies?

    The agent uses the connection tool to trace the links between an entity and its controllers.

  • 04

    Can I use this to find private company owners?

    Yes, if that information is available within the KnowFirst entity and connection data.

  • 05

    Will the AI delete any of my existing data?

    No. This MCP is read-only for the data it accesses.

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

Connect KnowFirst to Claude, Cursor, ChatGPT & more