How to Use the Gorgias MCP in AutoGen
Deploy AutoGen agent teams that debate and resolve support tickets using the Gorgias MCP Server.
Works with every AI agent you already use
…and any MCP-compatible client
Connect Gorgias MCP to AutoGen
Create your Vinkius account to connect Gorgias to AutoGen and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Run multi-agent support debates with AutoGen
Your AutoGen agents collaborate to resolve customer issues by using `list_tickets` to triage open cases. A triage agent finds open tickets, while a customer specialist agent uses `get_customer` to check the customer's lifetime value and history. They negotiate the priority before a third agent uses `update_ticket` to assign the ticket. This consensus-driven approach ensures high-value customers get prioritized without human intervention.
Implement peer-reviewed message drafting via MCP Server
Using `list_messages` to analyze ticket context allows one agent to draft a reply while a supervisor agent reviews it before calling `create_message`. This multi-agent verification prevents incorrect details from reaching the customer. This setup prevents your agents from sending incorrect or poorly formatted replies to customers. If the draft fails review, the supervisor agent requests a rewrite instead of executing the tool.
Maintain CRM integrity with agent-driven profile audits
Your AutoGen agents audit customer records by using `get_customer` to compare ticket data with CRM profiles. One agent retrieves customer details, another lists their recent issues via `list_tickets`, and they agree on updates before calling `update_customer`. By dividing tasks, the agents avoid conflicting updates. They check who handled the case using `get_user` and record the final audit results as an internal note using `create_message`.
Set up Gorgias MCP in AutoGen
Prerequisites
- Python 3.10+ installed
-
autogen-ext[mcp]package - Active Vinkius subscription with a valid endpoint token
- 1
Install AutoGen with MCP
Run
pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includesmcp_server_toolsfor stateless tool access. - 2
Fetch tools from the MCP
Call
mcp_server_tools(SseServerParams(url=...))with your Vinkius endpoint. Replace[YOUR_TOKEN_HERE]with your token from cloud.vinkius.com. - 3
Run your agent
Pass the tools to
AssistantAgentand callagent.run(). The agent invokes Gorgias tools and returns structured results.
from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient
server_params = SseServerParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
tools = await mcp_server_tools(server_params)
agent = AssistantAgent(
name="Gorgias_assistant",
model_client=OpenAIChatCompletionClient(model="gpt-4o"),
tools=tools,
)
result = await agent.run("List recent Gorgias data")
print(result.messages[-1].content) Prerequisites
- Python 3.10+ installed
-
autogen-ext[mcp]+autogen-agentchat - Active Vinkius subscription with a valid endpoint token
- 1
Install dependencies
Same packages as above.
McpWorkbenchis ideal when your agent needs stateful sessions across multiple tool calls. - 2
Use McpWorkbench as context manager
Wrap your agent in
async with McpWorkbench(...)to maintain shared state and resources. The workbench manages the full MCP session lifecycle. - 3
Run with workbench
Pass
workbench=workbenchto your agent. State is preserved across multiple tool calls within the same session.
from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient
server_params = SseServerParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
async with McpWorkbench(server_params) as workbench:
agent = AssistantAgent(
name="Gorgias_assistant",
model_client=OpenAIChatCompletionClient(model="gpt-4o"),
workbench=workbench,
)
result = await agent.run("List recent Gorgias data")
print(result.messages[-1].content) Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Gorgias. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Common questions about Gorgias MCP in AutoGen
Use it with your favorite AI tools
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