MyHR MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Create Absence Request, Create Employee, Get Employee Details, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add MyHR 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 App Connector for LlamaIndex
The MyHR app connector for LlamaIndex is a standout in the Productivity category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 MyHR. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in MyHR?"
)
print(response)
asyncio.run(main())
* 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 MyHR MCP Server
Connect your MyHR account to any AI agent and manage human resources through natural conversation.
LlamaIndex agents combine MyHR tool responses with indexed documents for comprehensive, grounded answers. Connect 10 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
- Employees — List, create, and view detailed employee profiles
- Absences — Track leave requests and create new absence records
- Timesheets — Browse employee timesheet entries
- Configuration — List departments, offices, marital statuses, and gender options
The MyHR MCP Server exposes 10 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.
All 10 MyHR tools available for LlamaIndex
When LlamaIndex connects to MyHR through Vinkius, your AI agent gets direct access to every tool listed below — spanning employee-management, leave-tracking, timesheets, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Create a new absence request
Create a new employee
Get employee details
List all employee absences
List organization departments
List all employees
List gender options
List marital status options
List organization offices
List all timesheets
Connect MyHR to LlamaIndex via MCP
Follow these steps to wire MyHR into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the MyHR MCP Server
LlamaIndex provides unique advantages when paired with MyHR through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine MyHR tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain MyHR tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query MyHR, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what MyHR tools were called, what data was returned, and how it influenced the final answer
MyHR + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the MyHR MCP Server delivers measurable value.
Hybrid search: combine MyHR real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query MyHR 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 MyHR for fresh data
Analytical workflows: chain MyHR queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for MyHR in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with MyHR immediately.
"List all employees and show their departments."
"Create an absence request for employee 42 next Monday."
"Show timesheets and current absence requests."
Troubleshooting MyHR MCP Server with LlamaIndex
Common issues when connecting MyHR to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpMyHR + LlamaIndex FAQ
Common questions about integrating MyHR MCP Server with LlamaIndex.