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Zammad MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 41 tools to Add Tag, Create Ticket, Create Ticket Article, and more

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Zammad through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Ask AI about this MCP Server for OpenAI Agents SDK

The Zammad MCP Server for OpenAI Agents SDK is a standout in the Communication Messaging category — giving your AI agent 41 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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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="Zammad Assistant",
            instructions=(
                "You help users interact with Zammad. "
                "You have access to 41 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Zammad"
        )
        print(result.final_output)

asyncio.run(main())
Zammad
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Zammad MCP Server

Connect your Zammad helpdesk to any AI agent to streamline your customer support and user management through natural conversation.

The OpenAI Agents SDK auto-discovers all 41 tools from Zammad through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Zammad, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Ticket Management — List, retrieve, and create tickets to stay on top of customer requests using list_tickets and get_ticket.
  • User & Organization Control — Search, create, and update user profiles and organizational data with tools like search_users and list_organizations.
  • Group & Role Insights — List and search through system groups and roles to understand permissions and assignments.
  • Data Privacy — Securely handle user deletions via specialized data privacy tasks using data_privacy_delete_user.

The Zammad MCP Server exposes 41 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 41 Zammad tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Zammad through Vinkius, your AI agent gets direct access to every tool listed below — spanning ticket-management, customer-service, user-management, 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 tag on Zammad

Add a tag to an object

create

Create ticket on Zammad

Create a new Zammad ticket

create

Create ticket article on Zammad

Create a new article on a ticket

create

Create user on Zammad

Create a new Zammad user

data

Data privacy delete user on Zammad

Delete a user via Data Privacy task (Recommended over direct delete)

delete

Delete ticket on Zammad

Delete a Zammad ticket

delete

Delete user on Zammad

Delete a Zammad user

get

Get group on Zammad

Get details for a specific Zammad group

get

Get links on Zammad

Get links for a specific object

get

Get me on Zammad

Get current Zammad user details

get

Get organization on Zammad

Get details for a specific Zammad organization

get

Get shared draft on Zammad

Get shared draft for a ticket

get

Get ticket on Zammad

Get details for a specific Zammad ticket

get

Get ticket article on Zammad

Get details for a specific ticket article

get

Get user on Zammad

Get details for a specific Zammad user

list

List all tags on Zammad

List all tags in the system (Admin)

list

List calendars on Zammad

List calendars

list

List checklist items on Zammad

List checklist items

list

List checklist templates on Zammad

List checklist templates

list

List checklists on Zammad

List checklists

list

List groups on Zammad

List all Zammad groups

list

List mentions on Zammad

List mentions

list

List organizations on Zammad

List all Zammad organizations

list

List roles on Zammad

List all Zammad roles

list

List slas on Zammad

List SLAs

list

List tags for object on Zammad

List tags for a specific object (e.g., Ticket)

list

List ticket articles on Zammad

List articles for a specific ticket

list

List ticket priorities on Zammad

List ticket priorities

list

List ticket states on Zammad

List ticket states

list

List tickets on Zammad

List Zammad tickets

list

List time accountings on Zammad

List time accountings for a ticket

list

List users on Zammad

List all Zammad users

remove

Remove tag on Zammad

Remove a tag from an object

search

Search groups on Zammad

Search for groups in Zammad

search

Search organizations on Zammad

Search for organizations in Zammad

search

Search roles on Zammad

Search for roles in Zammad

search

Search tickets on Zammad

Search for tickets in Zammad

search

Search users on Zammad

Search for users in Zammad

summarize

Summarize ticket on Zammad

Trigger async generation of a ticket summary

update

Update ticket on Zammad

Update an existing Zammad ticket

update

Update user on Zammad

Update an existing Zammad user

Connect Zammad to OpenAI Agents SDK via MCP

Follow these steps to wire Zammad into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 41 tools from Zammad

Why Use OpenAI Agents SDK with the Zammad MCP Server

OpenAI Agents SDK provides unique advantages when paired with Zammad through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Zammad + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Zammad MCP Server delivers measurable value.

01

Automated workflows: build agents that query Zammad, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries Zammad, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Zammad tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query Zammad to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for Zammad in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Zammad immediately.

01

"List all active tickets in Zammad."

02

"Search for a user with the email 'customer@example.com'."

03

"Get the details for ticket ID 42."

Troubleshooting Zammad MCP Server with OpenAI Agents SDK

Common issues when connecting Zammad to OpenAI Agents SDK through Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

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

Zammad + OpenAI Agents SDK FAQ

Common questions about integrating Zammad MCP Server with OpenAI Agents SDK.

01

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.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

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