Which integrations does Merge support through the unified API?

Merge supports over 150+ integrations across HRIS (BambooHR, Workday), ATS (Lever, Greenhouse), CRM (Salesforce, HubSpot), and Ticketing (Zendesk, Jira). Your agent can access all of them using the same standardized tools once the accounts are linked in Merge.

How do I target a specific customer's data through the agent?

Each request requires a `MERGE_ACCOUNT_TOKEN` which uniquely identifies a linked account (e.g., a specific customer's integration). By providing this token along with your API key, your agent can retrieve data exclusively from that customer's connected platform.

Can my agent list candidates from my ATS and support tickets from Zendesk at the same time?

Yes. Since Merge unifies multiple categories, your agent can use the `list_candidates` and `list_tickets` tools in the same conversation to bridge data from different functional areas of your business instantly.

Merge (Unified Integration API) MCP Server for OpenAI Agents SDK 8 tools — connect in under 2 minutes

Name: Merge (Unified Integration API)
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 8 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Merge (Unified Integration API) through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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="Merge (Unified Integration API) Assistant",
            instructions=(
                "You help users interact with Merge (Unified Integration API). "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Merge (Unified Integration API)"
        )
        print(result.final_output)

asyncio.run(main())

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About Merge (Unified Integration API) MCP Server

Connect your Merge.dev account to any AI agent and take full control of your unified B2B integrations across HRIS, ATS, CRM, and Ticketing through natural conversation.

The OpenAI Agents SDK auto-discovers all 8 tools from Merge (Unified Integration API) through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Merge (Unified Integration API), another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

What you can do

HRIS Orchestration — List all active employees and organizational companies from your connected HRIS (e.g., BambooHR, Workday, HiBob) directly from your agent
ATS Talent Pipeline — Retrieve recruited candidates and tracked job applications from your ATS integration (e.g., Greenhouse, Lever, Ashby) to monitor hiring workflows
CRM Contact Management — Access external sales contacts and customer accounts from your CRM (e.g., Salesforce, HubSpot, Pipedrive) to manage your business directory securely
Ticketing & Support — List inbound and outbound support tickets from your issue-tracking boards (e.g., Zendesk, Jira, Front) to stay updated on customer issues
Unified Data Access — Retrieve standardized data structures across hundreds of different integrations using a single set of API tools natively handled by Merge
Integration Audit — Inspect linked account details and meta-configurations to understand the current state and boundaries of your connected workspace securely

The Merge (Unified Integration API) MCP Server exposes 8 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 Merge (Unified Integration API) to OpenAI Agents SDK via MCP

Follow these steps to integrate the Merge (Unified Integration API) 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 8 tools from Merge (Unified Integration API)

Why Use OpenAI Agents SDK with the Merge (Unified Integration API) MCP Server

OpenAI Agents SDK provides unique advantages when paired with Merge (Unified Integration API) 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

Merge (Unified Integration API) + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Merge (Unified Integration API) MCP Server delivers measurable value.

Automated workflows: build agents that query Merge (Unified Integration API), process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents — one queries Merge (Unified Integration API), another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Merge (Unified Integration API) tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Merge (Unified Integration API) to resolve tickets, look up records, and update statuses without human intervention

Merge (Unified Integration API) MCP Tools for OpenAI Agents SDK (8)

These 8 tools become available when you connect Merge (Unified Integration API) to OpenAI Agents SDK via MCP:

get_account_details

dev. Retrieve linked Account Details exposing integration boundaries

list_accounts

List customer accounts parsed from the CRM integration

list_applications

List job applications inside the ATS integration

list_candidates

List recruited candidates across the ATS integration

list_companies

List companies mapped inside the HRIS integration

list_contacts

List external contacts mapped in the CRM integration

list_employees

Be aware the list might be paginated or heavy. List employees from the linked HRIS integration

list_tickets

List inbound/outbound support tickets inside the Ticketing integration

Example Prompts for Merge (Unified Integration API) in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Merge (Unified Integration API) immediately.

"List all active employees from our linked HRIS"

"Show me the last 5 candidates in our ATS talent pipeline"

"List all open support tickets in our ticketing integration"

Troubleshooting Merge (Unified Integration API) MCP Server with OpenAI Agents SDK

Common issues when connecting Merge (Unified Integration API) to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Merge (Unified Integration API) + OpenAI Agents SDK FAQ

Common questions about integrating Merge (Unified Integration API) MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.