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How to Use the Loopio MCP in AutoGen

Deploy debating AutoGen agents to draft, audit, and verify your Loopio RFP answers before submitting them.

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AutoGen

Connect Loopio MCP to AutoGen

Create your Vinkius account to connect Loopio 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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Resolve compliance debates with multi-agent consensus

Connecting this MCP Server provides the factual foundation for your agent discussions. In AutoGen, a security agent can retrieve approved answers using `search_library` while a sales agent pushes for competitive positioning. They debate the merits of different retrieved Q&A pairs to find the most accurate match. This collaborative process ensures that your technical answers remain compliant while still addressing the prospect's needs. By using `list_libraries`, the agents can target specific compliance or product stacks to resolve disagreements. You get a thoroughly vetted draft without manual coordination.

Manage complex RFP workflows using an AutoGen MCP Server agent

The `create_submission` tool allows your agent group to initiate new proposals once a deal is qualified. A coordinator agent can gather project details and trigger the creation automatically. This removes the administrative overhead of setting up workspaces manually. To ensure the project is staffed correctly, the coordinator agent calls `list_team_members` to find the best subject matter experts. It can then assign the project owner ID based on team availability. This automates the initial handoff from your CRM straight into your proposal software.

Audit questionnaire responses through multi-agent review

The `get_questionnaire_responses` tool extracts all drafted answers for a thorough team review. In your AutoGen group, a dedicated editor agent can analyze the tone while a compliance agent checks for accuracy. They trade feedback until both agree the response is ready. If gaps are found, the agents use `list_questionnaires` to map out the remaining work. They divide the outstanding questions, run targeted library searches, and draft updates. This turns the tedious review cycle into a fast, automated conversation.

Setup guide

Set up Loopio MCP in AutoGen

Prerequisites

  • Python 3.10+ installed
  • autogen-ext[mcp] package
  • Active Vinkius subscription with a valid endpoint token
  1. 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. 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. 3

    Run your agent

    Pass the tools to AssistantAgent and call agent.run(). The agent invokes Loopio 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="Loopio_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

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

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Common questions about Loopio MCP in AutoGen

You set up a group chat where one agent retrieves questions using `list_questionnaires` and another searches for answers via `search_library`. A third agent reviews the drafts to ensure compliance. They iterate until they reach consensus on the final text.
Yes, your coordinator agent can use `list_team_members` to fetch the user IDs of your staff. It can then assign the project owner during creation with `create_submission`. This aligns your automated workspace setup with your real-world team structure.
It connects using the Streamable HTTP transport hosted securely on Vinkius. You simply pass the server URL to your agent configuration, and the adapter handles the schema conversion. This lets your agents call the tools natively without custom code.
You can call `get_project` with the target project ID to retrieve its status and metadata. This gives your agents the context they need to determine if a project is active, pending, or completed.
Your project metadata and workspace details are protected by zero-trust architecture. This MCP Server runs in an isolated sandbox, ensuring that your sensitive project lists and team directories are never stored or exposed to external networks.

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