How to Use the Archbee MCP in AutoGen

Debate your documentation strategy with AutoGen agents using integrated MCP tools.

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Connect Archbee MCP to AutoGen

Create your Vinkius account to connect Archbee 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.

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Setup Archbee with AutoGen

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Perplexity

Negotiate documentation changes in AutoGen

Let your agents debate whether a suggested change should be merged. One agent can propose `merge_suggestion` while another critiques the impact on existing API docs. This consensus-driven approach prevents bad documentation from going live. Your agents verify the technical details before committing any changes to the portal.

Automate Archbee tasks with multi-agent teams

Assign distinct roles to your agents, like a writer and an editor. They coordinate to use `create_update_doc` and `publish_space` as part of a larger workflow. Because they communicate, the system handles complex tasks that require multiple steps. You simply set the goal, and the team manages the execution.

Verify OpenAPI specs with AutoGen agents

Use your agent team to compare code-generated specs against existing docs. They can call `info_openapi` to validate changes before updating the primary documentation. This automated review process catches errors early. It ensures your technical portal remains a reliable source of truth for your developers.

Setup guide

Set up Archbee 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 Archbee 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="Archbee_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Archbee 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="Archbee_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

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

Get your connection token →

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

Yes, they can. Agents use the available tool set to create, update, or delete spaces based on the team's agreed-upon objectives.

They can debate the validity of a change and decide whether to call the tool to merge or discard the suggestion based on their internal logic.

Absolutely. You can provide the tool list to multiple agents, allowing them to collaborate on documentation tasks and reach a consensus before acting.

The adapter handles the conversion of tool schemas automatically. Your agents call the functions as they would any other task, and the server executes them.

All actions are authenticated via your endpoint token. The agents operate within the scope of your credentials, ensuring that every modification is tracked and authorized.

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