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Date Utils Engine MCP Server for LlamaIndexGive LlamaIndex instant access to 4 tools to Add Days, Diff Dates, Parse Date, and more

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

Ask AI about this MCP Server for LlamaIndex

The Date Utils Engine MCP Server for LlamaIndex is a standout in the Loved By Devs category — giving your AI agent 4 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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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 Date Utils Engine. "
            "You have 4 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Date Utils Engine?"
    )
    print(response)

asyncio.run(main())
Date Utils Engine
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* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Date Utils Engine MCP Server

LLMs suffer from 'calendar blindness'. Because they lack a continuous clock and process dates as text tokens, asking an AI 'What is 45 days from October 12th?' often results in a hallucinated, incorrect date (forgetting November has 30 days, or missing a leap year). This MCP brings the industry standard date-fns and date-fns-tz to your agentic workflows.

LlamaIndex agents combine Date Utils Engine 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.

The Superpowers

  • Flawless Date Math: Safely add or subtract days, months, and years while guaranteeing 100% calendar accuracy.
  • Timezone Mastery: Convert UTC timestamps into any exact IANA timezone (e.g. America/Sao_Paulo) automatically accounting for Daylight Savings Time shifts without guessing.
  • Zero Latency: Executes as native V8 javascript local. Does not rely on external calendar APIs.

The Date Utils Engine MCP Server exposes 4 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 4 Date Utils Engine tools available for LlamaIndex

When LlamaIndex connects to Date Utils Engine through Vinkius, your AI agent gets direct access to every tool listed below — spanning date-math, timezone-conversion, leap-year, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

add

Add days on Date Utils Engine

Pass the base ISO date and the number of days (negative to subtract). Receives the exact resulting date. Adds or subtracts a specific number of calendar days from a date deterministically

diff

Diff dates on Date Utils Engine

Pass both ISO date strings and receive the delta in days, hours, minutes, and seconds. Calculates the exact number of calendar days between two dates

parse

Parse date on Date Utils Engine

Pass the raw date string and receive a confirmed valid date object. Parses an ISO date string safely to ensure it is valid

to

To timezone on Date Utils Engine

Pass the ISO date string and the IANA timezone identifier (e.g. "America/Sao_Paulo", "Europe/London"). Accounts for daylight saving time automatically. Converts a UTC or ISO date string to a specific IANA timezone safely accounting for daylight savings

Connect Date Utils Engine to LlamaIndex via MCP

Follow these steps to wire Date Utils Engine into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install dependencies

Run pip install llama-index-tools-mcp llama-index-llms-openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the agent

Save to agent.py and run: python agent.py
04

Explore tools

The agent discovers 4 tools from Date Utils Engine

Why Use LlamaIndex with the Date Utils Engine MCP Server

LlamaIndex provides unique advantages when paired with Date Utils Engine through the Model Context Protocol.

01

Data-first architecture: LlamaIndex agents combine Date Utils Engine tool responses with indexed documents for comprehensive, grounded answers

02

Query pipeline framework lets you chain Date Utils Engine tool calls with transformations, filters, and re-rankers in a typed pipeline

03

Multi-source reasoning: agents can query Date Utils Engine, a vector store, and a SQL database in a single turn and synthesize results

04

Observability integrations show exactly what Date Utils Engine tools were called, what data was returned, and how it influenced the final answer

Date Utils Engine + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Date Utils Engine MCP Server delivers measurable value.

01

Hybrid search: combine Date Utils Engine real-time data with embedded document indexes for answers that are both current and comprehensive

02

Data enrichment: query Date Utils Engine to augment indexed data with live information before generating user-facing responses

03

Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Date Utils Engine for fresh data

04

Analytical workflows: chain Date Utils Engine queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Date Utils Engine in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Date Utils Engine immediately.

01

"Add exactly 45 calendar days to `2026-02-15`."

02

"Calculate the exact number of days between `2024-01-01` and `2024-12-25`."

03

"Convert the UTC timestamp `2026-06-15T12:00:00Z` to the `America/Sao_Paulo` timezone."

Troubleshooting Date Utils Engine MCP Server with LlamaIndex

Common issues when connecting Date Utils Engine to LlamaIndex through Vinkius, and how to resolve them.

01

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Date Utils Engine + LlamaIndex FAQ

Common questions about integrating Date Utils Engine MCP Server with LlamaIndex.

01

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.
02

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Date Utils Engine tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
03

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

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