How to Use the Freshservice MCP in AutoGen

Q: How do AutoGen agents collaborate using Freshservice tools?

You register tools like listitsmtickets with your AutoGen AssistantAgent. The agents discuss the ticket status in a group chat, calling getticketdetails when they need more data to resolve a debate.

Q: Can an AutoGen agent verify IT status before making changes in Freshservice?

Yes. A monitoring agent can run checkitsmstatus to verify system health before allowing other agents to execute commands like creating a new change request.

Build multi-agent consensus workflows for IT operations using AutoGen and the Freshservice MCP Server.

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Setup Freshservice with AutoGen

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Multi-Agent Ticket Triage (AutoGen)

With this MCP Server, `list_itsm_tickets` feeds new incidents into an AutoGen conversation where a triage agent and a security agent debate severity. The triage agent checks queue volume, while the security agent inspects the payload for potential system vulnerabilities. `create_itsm_ticket` logs the finalized incident once the agents agree on priority. This collaborative process ensures that high-risk tickets are flagged immediately without overwhelming your tier-one support staff.

Collaborative Asset and Agent Assignment

`list_support_agents` allows your AutoGen coordination agent to analyze current team availability. Analyzing their workloads first helps the agent assign tasks fairly. `get_asset_details` runs simultaneously to determine the complexity of the broken device. After reaching a consensus, the agents assign the ticket and update the record, keeping your resource management balanced.

Consensus-Driven Change Management

`list_change_requests` triggers a review process where a performance agent and a risk agent evaluate upcoming IT deployments. Past system failures retrieved via `list_it_problems` help the risk agent identify potential stability issues. `check_itsm_status` verifies system health before the agents authorize any deployment. If they find an ongoing outage, they log a detailed objection and run `create_itsm_ticket` to halt the deployment until a human manager reviews their debate.

Setup guide

Set up Freshservice 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 includes mcp_server_tools for 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 AssistantAgent and call agent.run(). The agent invokes Freshservice tools and returns structured results.

agent.py

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="Freshservice_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Freshservice data")
print(result.messages[-1].content)

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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. McpWorkbench is 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=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

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="Freshservice_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Freshservice data")
    print(result.messages[-1].content)

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Freshservice. 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 Freshservice MCP in AutoGen

You register tools like `list_itsm_tickets` with your AutoGen AssistantAgent. The agents discuss the ticket status in a group chat, calling `get_ticket_details` when they need more data to resolve a debate.

Yes. A monitoring agent can run `check_itsm_status` to verify system health before allowing other agents to execute commands like creating a new change request.

The McpToolAdapter in AutoGen automatically translates the Freshservice tool schemas into the format required by the agents, making tools like `list_it_assets` immediately available.

Yes, the integration supports both stdio and Streamable HTTP transports. This allows your AutoGen agents to connect securely to the MCP Server hosted on Vinkius.

All user metadata and support agent directories are processed inside an ephemeral V8 sandbox. Your credentials never touch the AutoGen client directly, keeping your corporate identity records secure.

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