FRED
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@FREDwhat's the current unemployment rate?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
FRED MCP Server
A local Model Context Protocol server that gives Claude and other MCP clients access to Federal Reserve Economic Data (FRED) — 800,000+ economic time series covering GDP, inflation, employment, interest rates, and more.
Tools
Tool | Description |
| Find a series by natural-language query (e.g. "unemployment rate"), returns the most relevant |
| Metadata for a series — title, units, frequency, date range, and notes. |
| The actual time-series values, with optional transforms (e.g. year-over-year %) and frequency aggregation. |
Related MCP server: FRED Macroeconomic Data MCP Server
Prerequisites
Python 3.10+
uv — used to manage the environment and run the server
A free FRED API key — get one at fredaccount.stlouisfed.org/apikey
Installation
git clone https://github.com/yifudiao/fred-mcp.git
cd fred-mcp
uv syncUse with Claude Desktop
Quick install (recommended)
From the project directory:
uv run mcp install server.py --name "FRED" -v FRED_API_KEY=your_keyThis writes the connector into Claude Desktop's config for you. Fully quit and reopen Claude Desktop (closing the window is not enough) and the FRED tools will appear.
Manual config
Alternatively, edit claude_desktop_config.json directly
(Claude Desktop → Settings → Developer → Edit Config):
{
"mcpServers": {
"fred": {
"command": "uv",
"args": ["--directory", "/ABSOLUTE/PATH/TO/fred-mcp", "run", "server.py"],
"env": { "FRED_API_KEY": "your_key" }
}
}
}The --directory flag is what makes uv use this project (and its installed
dependencies) regardless of where Claude Desktop launches the process from.
Use with Claude Code
claude mcp add fred -s user -e FRED_API_KEY=your_key -- \
uv --directory /ABSOLUTE/PATH/TO/fred-mcp run server.py-s usermakes the server available across all your projects (drop it to scope it to the current project).Verify with
claude mcp list, or/mcpinside a session.
For a project-scoped, committable setup, add a .mcp.json to your project root with the
same command instead.
Try it out
Example prompts:
Using fred, what is the current unemployment rate?
Using fred, look at the recession indicators, summarize them in a table and assign a probability of recession in 2026.
Notes & troubleshooting
Editing the server: changes to
server.pyare picked up on the next Claude Desktop restart — no reinstall needed. Don't move or rename the project folder, though; the config points at its absolute path.Never
print()to stdout in a tool. stdout is the JSON-RPC channel for stdio transport; use the MCPContextlogging methods or write to stderr.Result-size limit: Claude caps tool results at ~150k characters, so
get_observationslimits the number of points returned. For long daily series, usefrequencyto aggregate rather than raising the limit.uv: command not found: GUI apps on macOS don't inherit your shell's PATH, so a freshly installeduvin~/.local/binmay not be found. Fix by using the absolute path touv(which uv) as thecommandin your config.Logs: on macOS, see
~/Library/Logs/Claude/mcp-server-*.logfor the spawned server's stdout/stderr — the fastest way to diagnose a failed launch.
This server cannot be installed
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