How to Pull FRED Economic Data in OpenClaw

OpenClaw is a solid local AI agent, but out of the box it has no way to pull live economic data. If you ask it about current interest rates or GDP trends, it’s limited to whatever was in its training set. Adding FRED Series Data through AgentPatch changes that.

Why This Matters

Economic questions come up more often than you’d think in everyday conversations with an AI agent. What’s the current unemployment rate? How has inflation moved this year? What’s the fed funds rate at right now? Without access to real data, your OpenClaw bot has to guess or tell you it doesn’t know.

With FRED Series Data available, your agent can tap into the Federal Reserve Economic Database — over 800,000 time series covering everything from GDP to mortgage rates to consumer prices. Each request returns clean, structured data: series metadata (title, units, frequency, seasonal adjustment) plus an array of date/value observations. Missing data points are filtered out, and values are returned as strings to preserve precision.

Setup

Add AgentPatch to ~/.openclaw/openclaw.json:

{
  "mcp": {
    "servers": {
      "agentpatch": {
        "transport": "streamable-http",
        "url": "https://agentpatch.ai/mcp",
        "headers": {
          "Authorization": "Bearer YOUR_API_KEY"
        }
      }
    }
  }
}

Replace YOUR_API_KEY with your actual key from the AgentPatch dashboard. Restart OpenClaw and it discovers all AgentPatch tools automatically.

Example

You’re chatting with your OpenClaw bot on Discord and ask:

“What’s the current 30-year mortgage rate and how has it changed over the last 6 months?”

Without FRED access, the bot would give you whatever rate was current during training. With AgentPatch connected, it pulls the real data:

Fetching FRED series MORTGAGE30US from 2025-08-27 to 2026-02-27...

Series: 30-Year Fixed Rate Mortgage Average in the United States
Units: Percent
Frequency: Weekly

Current rate (week of 2026-02-20): 6.85%

6-month trend:
- Aug 2025: 6.47%
- Oct 2025: 6.32%
- Dec 2025: 6.71%
- Feb 2026: 6.85%

Rates dipped in early fall then climbed back up. The current rate is
about 0.38 percentage points higher than the 6-month low in October.

Your agent fetched real weekly mortgage data, identified the trend, and summarized it in plain language. No browser, no manual lookup.

Wrapping Up

Once AgentPatch is connected, your OpenClaw bot can pull any FRED time series whenever it needs real economic data — no separate API key required. Use fred-search to help your agent discover the right series IDs. The same connection gives your agent access to web search, email, maps, and more. Check out agentpatch.ai to see what else is available.

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