How to Use the Ghost MCP in AutoGen

Q: Can I have agents negotiate my Ghost tiers?

You can. By giving them access to listmembershiptiers, you let them simulate how different pricing structures impact your overall site strategy.

Debate your content strategy using Ghost tools within AutoGen multi-agent systems.

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Connect Ghost MCP to AutoGen

Create your Vinkius account to connect Ghost 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 Ghost with AutoGen

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Debate publishing decisions with Ghost tools

Put a 'content agent' and a 'compliance agent' in a room together. One suggests a post via `create_post`, and the other checks it against your existing `list_posts` to ensure it fits your brand voice. This stops bad posts from going out. The agents argue the merits of the content until they reach a consensus, then execute the command.

Manage Ghost memberships with agent consensus

Have your marketing agent review `list_membership_tiers` and `list_offers` to suggest changes. A financial agent can then challenge those suggestions based on revenue goals. You avoid rash decisions. By forcing the agents to debate the data, you get a balanced approach to how you handle your subscribers.

Automate Ghost audits with multi-agent teams

One agent crawls your site using `list_pages` and `list_tags` while another identifies broken links or missing metadata. They report back with a plan to fix the gaps. This saves you hours of manual work. You get a clean, organized site because your agents are constantly cross-checking the state of your content.

Setup guide

Set up Ghost 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 Ghost 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="Ghost_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

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

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

Absolutely. You can assign different roles to agents, like an editor and a strategist, and let them discuss the best way to use the tools.

The MCP adapter converts the tools into agent-callable functions. Your agents will see them as options for their conversational flow.

Vinkius manages the connection via an ephemeral sandbox. Your site's member records and settings stay within the secure session authorized by your token.

You can. By giving them access to `list_membership_tiers`, you let them simulate how different pricing structures impact your overall site strategy.

Agents can monitor your site and propose updates. They won't make changes without reaching the consensus you define in your system prompt.

Use it with your favorite AI tools

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