Moka HR MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Moka HR through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Moka HR Assistant",
instructions=(
"You help users interact with Moka HR. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Moka HR"
)
print(result.final_output)
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 Moka HR MCP Server
Empower your AI agent to orchestrate your recruitment lifecycle with Moka HR, the premier applicant tracking system for modern high-growth companies. By connecting Moka to your agent, you transform complex candidate tracking, job management, and interview coordination into a natural conversation. Your agent can instantly list open positions, retrieve candidate profiles, monitor interview schedules, and even provide recruitment summaries without you needing to navigate the complex Moka dashboard. Whether you are a hiring manager or a recruiter, your agent acts as a real-time talent assistant, keeping your hiring pipeline organized and your recruitment process efficient.
The OpenAI Agents SDK auto-discovers all 10 tools from Moka HR through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Moka HR, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
What you can do
- Job Orchestration — List all active job postings and retrieve detailed requirements for any position.
- Candidate Management — Browse recruitment pipelines and manage candidate profiles, including contact details and history.
- Interview Tracking — Monitor scheduled interviews and retrieve session details instantly.
- Application Control — Manage the relationship between candidates and specific job applications.
- Hiring Insights — Retrieve high-level summaries of recruitment activity and pipeline statistics.
The Moka HR MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 Moka HR to OpenAI Agents SDK via MCP
Follow these steps to integrate the Moka HR MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 10 tools from Moka HR
Why Use OpenAI Agents SDK with the Moka HR MCP Server
OpenAI Agents SDK provides unique advantages when paired with Moka HR through the Model Context Protocol.
Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Moka HR + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Moka HR MCP Server delivers measurable value.
Automated workflows: build agents that query Moka HR, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries Moka HR, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Moka HR tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Moka HR to resolve tickets, look up records, and update statuses without human intervention
Moka HR MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Moka HR to OpenAI Agents SDK via MCP:
create_candidate
Add new candidate
get_application
Get application details
get_candidate
Get candidate details
get_hiring_summary
Get recruitment summary
get_interview
Get interview details
get_job
Get job details
list_applications
List job applications
list_candidates
List candidates
list_interviews
List scheduled interviews
list_jobs
List open job positions
Example Prompts for Moka HR in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Moka HR immediately.
"List all open job positions in our organization."
"Show me the recruitment pipeline for candidate 'Mario'."
"Get a summary of our hiring activity for this month."
Troubleshooting Moka HR MCP Server with OpenAI Agents SDK
Common issues when connecting Moka HR to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Moka HR + OpenAI Agents SDK FAQ
Common questions about integrating Moka HR MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Moka HR with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Moka HR to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.