How to Use the Ghost MCP in OpenAI Agents SDK
Run automated content audits on your Ghost publication using the guardrails and tracing of the OpenAI Agents SDK.
Works with every AI agent you already use
…and any MCP-compatible client
Connect Ghost MCP to OpenAI Agents SDK
Create your Vinkius account to connect Ghost to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.
Audit your publication taxonomy via OpenAI Agents SDK
Your OpenAI Agents SDK agent runs `list_content_tags` and `get_tag_details` to map your entire Ghost topic structure without manual intervention. It checks every Ghost tag to find duplicates, empty categories, or missing metadata using OpenAI's structured outputs. The OpenAI Agents SDK handles these Ghost calls inside a secure runtime, passing the resulting taxonomy data directly to your processing pipeline. You get a clean breakdown of your Ghost site structure, and the built-in OpenAI tracing shows you exactly how the model grouped your tags.
Monitor publication settings and subscription tiers
Keep your Ghost paywall structure aligned with your content strategy by letting your OpenAI Agents SDK agent inspect your settings. The agent uses `list_subscription_tiers` and `get_site_settings` to check if your latest Ghost posts match your active pricing tiers. Because this Ghost MCP Server is strictly read-only, your production OpenAI agents can inspect sensitive configuration details without any risk of accidental modifications. The OpenAI SDK's built-in guardrails ensure the agent only queries the specified Ghost endpoints.
Track author contributions and static page status
Let your OpenAI Agents SDK agent pull a complete directory of your contributors using `list_blog_authors` and `get_author_details` via our Ghost MCP integration. It cross-references Ghost authors against static pages fetched via `list_static_pages` to verify bio updates. The OpenAI Agents SDK lets you hand off this Ghost data from a retrieval agent to a formatting agent. You end up with clean, structured reports on who wrote what on Ghost, all monitored through your OpenAI developer dashboard.
Set up Ghost MCP in OpenAI Agents SDK
Prerequisites
- Python 3.10+ installed
-
openai-agentspackage (pip install openai-agents) - Active Vinkius subscription with a valid endpoint token
- 1
Install the SDK
Run
pip install openai-agentsto install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed. - 2
Connect via SSE transport
Use
MCPServerSsewith your Vinkius endpoint URL. Replace[YOUR_TOKEN_HERE]with your token from cloud.vinkius.com. The SDK auto-discovers all Ghost tools at runtime. - 3
Create your Agent
Pass the MCP to
Agent(mcp_servers=[server]). The agent receives Ghost tools as native definitions — JSON schemas resolve automatically. - 4
Run the agent
Call
Runner.run(agent, prompt)to execute. The agent invokes the appropriate Ghost tools and returns structured results. Copy the full example on the right to get started.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse
async def main():
async with MCPServerSse(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as server:
agent = Agent(
name="Ghost Agent",
instructions="You have access to Ghost tools.",
mcp_servers=[server],
)
result = await Runner.run(agent, "List recent transactions")
print(result.final_output)
asyncio.run(main())Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Ghost CMS. 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.
Why Choose Vinkius
Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.
Real-time monitoring
Live
visibility into every interaction
Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.
Built-in savings
60%
lower AI costs
Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.
Single dashboard
One
place for every integration
Every tool your AI connects to, managed from a single screen. One account, complete control.
Common questions about Ghost MCP in OpenAI Agents SDK
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.
Start using the Ghost MCP today
We host it, we monitor it, we maintain it. You just paste one token.
