Ghost MCP Server for OpenAI Agents SDK 11 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Ghost through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Ghost Assistant",
instructions=(
"You help users interact with Ghost. "
"You have access to 11 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Ghost"
)
print(result.final_output)
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.
The OpenAI Agents SDK auto-discovers all 11 tools from Ghost through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Ghost, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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 OpenAI Agents SDK 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 OpenAI Agents SDK via MCP
Follow these steps to integrate the Ghost MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 11 tools from Ghost
Why Use OpenAI Agents SDK with the Ghost MCP Server
OpenAI Agents SDK provides unique advantages when paired with Ghost through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Ghost + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Ghost MCP Server delivers measurable value.
Automated workflows: build agents that query Ghost, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Ghost, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Ghost tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Ghost to resolve tickets, look up records, and update statuses without human intervention
Ghost MCP Tools for OpenAI Agents SDK (11)
These 11 tools become available when you connect Ghost to OpenAI Agents SDK 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 OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK
Common issues when connecting Ghost to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Ghost + OpenAI Agents SDK FAQ
Common questions about integrating Ghost MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Ghost with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
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 OpenAI Agents SDK
Get your token, paste the configuration, and start using 11 tools in under 2 minutes. No API key management needed.