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Ghost MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 10 tools to Create Post, Get Post Details, Get Site Settings, and more

Built by Vinkius GDPR 10 Tools SDK

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.

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The Ghost app connector for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 10 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

python
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 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Ghost"
        )
        print(result.final_output)

asyncio.run(main())
Ghost
Fully ManagedVinkius Servers
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High SecurityEnterprise-grade
IAMAccess control
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DLPData protection
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Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 publishing account to any AI agent and take full control of your content management and membership workflows through natural conversation.

The OpenAI Agents SDK auto-discovers all 10 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.

What you can do

  • Content Orchestration — List and manage all blog posts (published, draft, scheduled) and retrieve detailed HTML content and metadata programmatically
  • Member Intelligence — Query your subscriber directory and retrieve detailed profiles, including join dates and membership tiers to monitor audience growth
  • Site Navigation — List and oversee static site pages (About, Contact) and manage content tags to maintain a perfectly organized site taxonomy
  • Publishing Control — Create new posts or drafts and update publishing statuses directly through your agent to streamline your editorial pipeline
  • Site Visibility — Retrieve general site settings, newsletter configurations, and active membership offers using natural language commands

The Ghost MCP Server exposes 10 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.

All 10 Ghost tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Ghost through Vinkius, your AI agent gets direct access to every tool listed below — spanning blogging, newsletter-publishing, membership-sites, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

create_post

Requires a title and supports optional HTML content. The post is created as a "draft" by default but can be set to "published" immediately. Create a new Ghost post or draft

get_post_details

Essential for reviewing the full content of an article. Get details for a specific post

get_site_settings

Essential for verifying site identity. Get Ghost site settings and configuration

list_members

Includes emails, status, and join dates. List all site members

list_membership_tiers

g., Free, Premium) available on the site. Useful for understanding the subscription structure. List membership tiers and plans

list_newsletters

Newsletters are used to send content updates to members. List all configured newsletters

list_offers

List active membership offers

list_pages

g., About, Contact) defined on the Ghost site. Pages are similar to posts but used for non-blog content. List all static site pages

list_posts

Includes basic metadata and post IDs for detailed retrieval. List all Ghost blog posts

list_tags

Useful for organizing and filtering posts. List all content tags

Connect Ghost to OpenAI Agents SDK via MCP

Follow these steps to wire Ghost into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 10 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.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

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.

01

Automated workflows: build agents that query Ghost, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries Ghost, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Ghost tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query Ghost to resolve tickets, look up records, and update statuses without human intervention

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.

01

"List all my draft posts in Ghost."

02

"Create a new draft titled 'Welcome to our MCP Blog'."

03

"Show me a list of all site members and their emails."

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.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Ghost + OpenAI Agents SDK FAQ

Common questions about integrating Ghost MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.