• MAP
  • PATH
  • LIST
  • HUMAN

How to navigate the FRED data hierarchy with your AI

Connect once, then let your agent map out the entire economic taxonomy. It moves from broad domains to specific sub-sectors on your command.

Ask AI about this page

Short answer

How can I use AI to find specific FRED data categories?

Your agent uses the taxonomy tools to step through the FRED hierarchy, starting at broad economic domains and drilling down into specific sub-sectors. You'll get a clear map of the data structure through the following breakdown.

The outcomes.

Where your research lands.

The AI organizes the taxonomy into these specific results.

MAP

Taxonomy maps

The AI builds a structural map of how economic categories relate. You get a clear view of the entire data landscape.

PATH

Direct category paths

The AI identifies the exact sequence of categories needed to reach a specific indicator. This removes the guesswork from finding data.

LIST

Sub-sector inventories

The AI pulls lists of all children within a specific category. You get a clean inventory of available economic sub-sectors.

HUMAN

Manual verification

You review the final category paths the AI suggests. This ensures the selected economic domain matches your specific research needs.

The workflow

What your AI does when the hierarchy is requested.

The AI acts as a navigator through the nested FRED structure.

  1. Identify top-level domains

    The AI starts at the root of the FRED taxonomy to see the broadest economic categories available.

    get_category

  2. Drill into sub-sectors

    Once a domain is selected, the AI looks at the next level of the hierarchy to find more specific groups.

    get_category_children

  3. Map the full branch

    The AI repeats the search through multiple levels to build a complete path from the top down.

    get_category_children

  4. Confirm category details

    The AI pulls the specific metadata for a chosen category to ensure it's the right one for your analysis.

    get_category

Try it

Copy these to start.

Use these prompts to begin navigating the FRED taxonomy.

Starting points

These are opening lines. Swap out the category names for the specific economic sectors you are researching.

FRED Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_7WfCwB6FJpqqvaBfhRIMugTcP0b5LXhSsO5nuLbV/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 — FRED capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "fred-categories-economic-data-taxonomy-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_7WfCwB6FJpqqvaBfhRIMugTcP0b5LXhSsO5nuLbV/mcp"
    }
  }
}
Copy into chat04

  • Show me the top-level economic categories available in FRED.

  • List all the sub-categories under the 'Interest Rates' domain.

  • Find the specific sub-sector for 'Consumer Price Index' within the inflation category.

  • Map out the entire hierarchy for the 'Employment' category.

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

Start here

Connect FRED Categories once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted and secure while your agent gains access to the taxonomy.

Connect FRED Categories to your AI

FAQ

How this task behaves.

  • 01

    Can my AI download the actual data series?

    No. This task is only for navigating the taxonomy and finding category paths.

  • 02

    Can the AI change or edit the FRED categories?

    No. The AI can only read the existing hierarchy.

  • 03

    Does the AI need to know the category IDs?

    No. You can use natural language to describe an economic sector, and the AI will find the ID.

  • 04

    Can the AI search for specific data series names?

    No. This tool is for traversing the category hierarchy, not searching individual data series.

  • 05

    How deep can the AI go into the hierarchy?

    The AI can go as deep as the FRED taxonomy allows by repeatedly calling the children tool.

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

Connect FRED to Claude, Cursor, ChatGPT & more