• ID DISCOVERY
  • TAXONOMY NAVIGATION
  • TAG FILTERING
  • HUMAN REVIEW

How to discover economic data series with your AI

Connect your AI to the FRED taxonomy to pinpoint exact data IDs. Once connected, your agent navigates the hierarchy to find the specific metrics you need.

Ask AI about this page

Short answer

How can I find specific FRED data series using AI?

Your AI crawls the FRED category tree and filters by metadata tags to identify the correct time-series IDs. This replaces manual searching through the FRED website with direct, natural language queries. You get the exact IDs needed for your analysis.

The results you get

Where your search leads

The AI handles the heavy lifting of navigating the taxonomy so you can focus on the data.

ID DISCOVERY

Exact series IDs

The AI identifies the specific identifiers required for your models or spreadsheets. You get the precise strings needed to pull data immediately.

TAXONOMY NAVIGATION

Category drilling

Your agent moves through the economic hierarchy to narrow down large datasets. It finds the right branch of the FRED tree for your specific query.

TAG FILTERING

Metadata filtering

The AI uses specific tags to filter out irrelevant series. This ensures the results match your technical requirements.

HUMAN REVIEW

Final selection

The AI presents a list of candidate IDs. You decide which specific series are correct for your research before running any analysis.

The workflow

What your AI does when you ask for data.

The AI acts as a navigator through the massive FRED database structure.

  1. Browse categories

    The AI explores the top-level economic groupings to understand the available data landscape.

    get_category_series

  2. Drill into sub-groups

    It moves deeper into specific economic sectors to find more granular data sets.

    get_category_series

  3. Filter by tags

    The agent looks at metadata tags to isolate series that meet your specific criteria.

    get_category_tags

  4. Identify IDs

    The AI pulls the final time-series IDs from the filtered results for your use.

    get_category_seriesget_category_tags

Try it

Copy these to start.

Use these prompts to begin your search.

Starting points

Swap out the bracketed terms for the specific economic sectors or tags you are looking for.

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

  • Find the FRED category IDs related to [Consumer Price Index].

  • List all series in the [Employment] category that have the [Real] tag.

  • Search the [Interest Rates] category for series with specific metadata tags.

  • Drill down through the [GDP] category to find specific time-series IDs.

  • Claude
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Start here

Connect FRED Categories once, then ask.

One click connects this MCP to your client. Your credentials stay encrypted, and you can start querying the taxonomy immediately.

Connect FRED Categories to your AI

FAQ

How the connector behaves

  • 01

    Can the AI download the actual data files?

    No. This MCP is designed to find the correct time-series IDs through the taxonomy. It does not pull the raw data files themselves.

  • 02

    Can the AI change the FRED category structure?

    No. The AI can only read the existing categories and tags to help you find data.

  • 03

    How does it find specific series?

    It uses the get_category_series tool to look through the hierarchy and get_category_tags to filter the results.

  • 04

    Does the AI decide which data is best for my model?

    No. The AI provides the IDs and metadata, but you must make the final decision on which series to use.

  • 05

    Can I search for series by name instead of category?

    The tools are built to navigate the category tree and tags. You should use category names and metadata tags to guide the search.

  • 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