How to Use the Flotiq MCP in AutoGen

Q: How do AutoGen agents handle Flotiq rate limits?

An AutoGen coordinator agent calls gettenantlimits and directs other agents to pause or slow down their Flotiq API requests when limits are close to being exceeded.

Q: Can AutoGen agents search Flotiq media assets using MCP?

Yes, an AutoGen design agent can call listmediaassets to find existing Flotiq images, then debate with the copywriter agent on which asset fits the current article.

Q: How do AutoGen agents inspect specific Flotiq content structures?

AutoGen agents use listcontentobjects to retrieve a batch of Flotiq records, allowing them to analyze existing patterns and maintain consistency across your CMS.

Run multi-agent AutoGen debates to validate, format, and safely publish content directly to your Flotiq headless CMS via MCP.

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Connect Flotiq MCP to AutoGen

Create your Vinkius account to connect Flotiq 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 Flotiq with AutoGen

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Validate Flotiq schemas in AutoGen debates

`get_content_type_schema` allows your AutoGen editing agent to inspect Flotiq model rules and debate formatting with a dedicated QA agent before publishing. The QA agent checks the Flotiq schema requirements to ensure the AutoGen editor's draft complies with all validation rules. This collaborative process stops malformed data from ever hitting your Flotiq CMS during AutoGen executions. By resolving schema conflicts through AutoGen agent conversation, your team avoids broken API requests and keeps your production Flotiq database clean.

Safe Flotiq deletions via AutoGen consensus

`wipe_cms_object` is only triggered after your AutoGen security agent and compliance agent both agree that a Flotiq content record is obsolete. This MCP setup prevents accidental Flotiq data loss by requiring explicit agreement between AutoGen agents before running destructive actions. The AutoGen security agent verifies the target ID using `get_content_details` while the compliance agent checks Flotiq archiving rules. Only when both AutoGen agents sign off does the server execute the deletion command on your Flotiq database.

Coordinate Flotiq content updates in AutoGen

`patch_cms_object` executes targeted updates after your AutoGen agents reach consensus on Flotiq content edits. The AutoGen writer agent drafts the changes, the SEO agent reviews the keywords, and the publisher agent applies the patch to Flotiq. This distributed AutoGen workflow ensures that every Flotiq CMS update undergoes thorough review. Your AutoGen agents collaborate in real-time to refine text, verify links, and push updates to Flotiq without human intervention.

Setup guide

Set up Flotiq 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 Flotiq 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="Flotiq_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

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

    result = await agent.run("List recent Flotiq 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 Flotiq. 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 Flotiq MCP in AutoGen

Yes, one AutoGen agent can draft the content while another uses `create_cms_object` to write the finalized payload to your Flotiq database.

An AutoGen coordinator agent calls `get_tenant_limits` and directs other agents to pause or slow down their Flotiq API requests when limits are close to being exceeded.

Yes, an AutoGen design agent can call `list_media_assets` to find existing Flotiq images, then debate with the copywriter agent on which asset fits the current article.

AutoGen agents use `list_content_objects` to retrieve a batch of Flotiq records, allowing them to analyze existing patterns and maintain consistency across your CMS.

Yes, your Flotiq API keys are handled securely by Vinkius's zero-trust proxy during AutoGen executions. Your keys are never exposed in the conversational context or shared between the debating agents.

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