Ghost MCP Server for AutoGen 11 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Ghost as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="ghost_agent",
tools=tools,
system_message=(
"You help users with Ghost. "
"11 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Ghost MCP Server
Connect your Ghost publication to any AI agent to automate your content management workflows through the Model Context Protocol (MCP). Ghost is a powerful headless Node.js CMS tailored for modern publishing. This MCP server enables you to retrieve published posts, manage taxonomy tags, and fetch site configurations directly through natural conversation using the Ghost Content API.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Ghost tools. Connect 11 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
Key Features
- Content Discovery — List all published blog posts and static pages, retrieving detailed HTML content and metadata.
- Taxonomy Oversight — Retrieve and list all categorization tags to understand your content architecture.
- Author Management — Fetch profile details for active writers and contributors across the publication.
- Site Configuration — Access global settings, routing rules, and title schemas programmatically.
- Subscription Insights — Retrieve active membership tiers to understand paywall rules and pricing layers.
- Real-time Synchronization — Keep your headless CMS content accessible to your AI assistant without leaving your primary workspace.
The Ghost MCP Server exposes 11 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Ghost to AutoGen via MCP
Follow these steps to integrate the Ghost MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 11 tools from Ghost automatically
Why Use AutoGen with the Ghost MCP Server
AutoGen provides unique advantages when paired with Ghost through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Ghost tools to solve complex tasks
Role-based architecture lets you assign Ghost tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Ghost tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Ghost tool responses in an isolated environment
Ghost + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Ghost MCP Server delivers measurable value.
Collaborative analysis: one agent queries Ghost while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Ghost, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Ghost data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Ghost responses in a sandboxed execution environment
Ghost MCP Tools for AutoGen (11)
These 11 tools become available when you connect Ghost to AutoGen via MCP:
get_author_details
Get author profile
get_page_by_slug
Get page details
get_post_by_slug
Get post details
get_site_settings
Get site settings
get_tag_details
Get tag metadata
list_blog_authors
List authors
list_content_tags
List categories/tags
list_published_posts
List published posts
list_static_pages
List static pages
list_subscription_tiers
List subscription tiers
verify_api_connection
Check connection
Example Prompts for Ghost in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Ghost immediately.
"List the 5 most recent published posts."
"Get the content of the post with the slug 'welcome'."
"List all active subscription tiers."
Troubleshooting Ghost MCP Server with AutoGen
Common issues when connecting Ghost to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Ghost + AutoGen FAQ
Common questions about integrating Ghost MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect Ghost with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Ghost to AutoGen
Get your token, paste the configuration, and start using 11 tools in under 2 minutes. No API key management needed.