What is a FRED release?

A release is a collection of related series published together on a schedule. For example, the 'Employment Situation' release (#10) published monthly by BLS contains unemployment rate, nonfarm payrolls, and 500+ labor market series.

FRED Releases — Economic Calendar MCP Server for LlamaIndex 4 tools — connect in under 2 minutes

Name: FRED Releases — Economic Calendar
Availability: InStock
Author: Vinkius

docs.llamaindex.ai/en/stable/module_guides/tools/mcp

Built by Vinkius GDPR 4 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add FRED Releases — Economic Calendar as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

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python

import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
    mcp_tool_spec = McpToolSpec(client=mcp_client)
    tools = await mcp_tool_spec.to_tool_list_async()

    agent = FunctionAgent(
        tools=tools,
        llm=OpenAI(model="gpt-4o"),
        system_prompt=(
            "You are an assistant with access to FRED Releases — Economic Calendar. "
            "You have 4 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in FRED Releases — Economic Calendar?"
    )
    print(response)

asyncio.run(main())

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About FRED Releases — Economic Calendar MCP Server

Never miss an economic data release again. FRED Releases gives your AI agent real-time awareness of the U.S. economic calendar.

LlamaIndex agents combine FRED Releases — Economic Calendar tool responses with indexed documents for comprehensive, grounded answers. Connect 4 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

What you can do

Browse All Releases — Employment Situation (BLS), GDP (BEA), CPI, PPI, FOMC, and 300+ official releases
Release Dates — Upcoming and historical release dates — build your own economic calendar
Series Discovery — Find all series within a release (e.g., release 10 has UNRATE, PAYEMS, and 500+ series)

Key Release IDs

10 Employment Situation · 53 GDP · 46 CPI · 21 Federal Funds Rate · 189 Housing Starts

The FRED Releases — Economic Calendar MCP Server exposes 4 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect FRED Releases — Economic Calendar to LlamaIndex via MCP

Follow these steps to integrate the FRED Releases — Economic Calendar MCP Server with LlamaIndex.

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 4 tools from FRED Releases — Economic Calendar

Why Use LlamaIndex with the FRED Releases — Economic Calendar MCP Server

LlamaIndex provides unique advantages when paired with FRED Releases — Economic Calendar through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine FRED Releases — Economic Calendar tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain FRED Releases — Economic Calendar tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query FRED Releases — Economic Calendar, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what FRED Releases — Economic Calendar tools were called, what data was returned, and how it influenced the final answer

FRED Releases — Economic Calendar + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the FRED Releases — Economic Calendar MCP Server delivers measurable value.

Hybrid search: combine FRED Releases — Economic Calendar real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query FRED Releases — Economic Calendar to augment indexed data with live information before generating user-facing responses

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying FRED Releases — Economic Calendar for fresh data

Analytical workflows: chain FRED Releases — Economic Calendar queries with LlamaIndex's data connectors to build multi-source analytical reports

FRED Releases — Economic Calendar MCP Tools for LlamaIndex (4)

These 4 tools become available when you connect FRED Releases — Economic Calendar to LlamaIndex via MCP:

get_release

Use release IDs like 10 (Employment Situation), 53 (GDP), 46 (CPI). Get details for a specific FRED release

get_release_dates

Without release_id, returns dates for all releases (great for economic calendar). With release_id, returns dates for a specific release. Get release dates for economic data

get_release_series

For example, release 10 (Employment Situation) contains UNRATE, PAYEMS, and hundreds more. Get all series within a FRED release

list_releases

Each release contains multiple series. List all FRED economic data releases

Example Prompts for FRED Releases — Economic Calendar in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with FRED Releases — Economic Calendar immediately.

"When is the next Employment Situation release?"

"What series are included in the GDP release?"

"Show me the upcoming economic calendar for this week"

Troubleshooting FRED Releases — Economic Calendar MCP Server with LlamaIndex

Common issues when connecting FRED Releases — Economic Calendar to LlamaIndex through the Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

FRED Releases — Economic Calendar + LlamaIndex FAQ

Common questions about integrating FRED Releases — Economic Calendar MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query FRED Releases — Economic Calendar tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.