How to Use the Ghost MCP in Google ADK

Q: How do I configure the Ghost MCP toolset in a Google ADK agent?

Install google-adk and define an McpToolset pointing to your Vinkius Ghost endpoint. Pass that toolset into your Google ADK LlmAgent constructor to expose the Ghost content tools to Gemini.

Q: Can I restrict which Ghost tools my Google ADK agent can see?

Yes, you can use the toolnames filter in your Google ADK toolset parameters. This lets you limit the Google ADK agent to specific Ghost actions, like only allowing listpublishedposts.

Analyze massive Ghost publications inside Google ADK using Gemini's million-token context window.

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Create your Vinkius account to connect Ghost to Google ADK 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 Google ADK

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Process massive Ghost content archives with Google ADK

Gemini models inside Google ADK excel at holding entire sites in memory, and this Ghost toolset feeds them perfectly. Your Google ADK agent calls `list_published_posts` to gather references, then pulls full Ghost articles using `get_post_by_slug` for deep semantic analysis. You can write complex Google ADK queries to find content gaps across thousands of published Ghost pieces. Google ADK pipes this raw Ghost text directly into your Gemini model, making large-scale editorial audits fast and straightforward.

Sync publication metadata to your Google Cloud pipeline

Ground your enterprise data by connecting your Ghost blog directly to your Google ADK cloud pipeline. The Google ADK agent uses `get_site_settings` and `list_subscription_tiers` to extract current Ghost business configurations. This Ghost MCP Server feeds clean JSON directly into your Google ADK workflow. From there, you can easily export the parsed Ghost site structures straight into BigQuery or Vertex AI.

Map author profiles and category structures

Run deep analysis on writer performance by querying Ghost's `list_blog_authors` and matching them with `list_content_tags` inside Google ADK. The Google ADK agent retrieves specific bios via `get_author_details` to build internal Ghost directory graphs. Because Google ADK supports native Ghost MCP tools with high token limits, you can process your entire taxonomy in a single run. The Gemini model maps how your Ghost contributors use different tags without hitting rate limits.

Setup guide

Set up Ghost MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Ghost tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Ghost_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Ghost tools via MCP.",
    tools=mcp_tools,
)

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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.

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Common questions about Ghost MCP in Google ADK

Install `google-adk` and define an `McpToolset` pointing to your Vinkius Ghost endpoint. Pass that toolset into your Google ADK `LlmAgent` constructor to expose the Ghost content tools to Gemini.

Yes, you can connect your Google ADK agent via either transport method. The Vinkius hosted option uses HTTP streaming to securely expose Ghost tools like `list_static_pages` and `get_page_by_slug` to Google ADK.

Yes, you can use the `tool_names` filter in your Google ADK toolset parameters. This lets you limit the Google ADK agent to specific Ghost actions, like only allowing `list_published_posts`.

Gemini uses its long context inside Google ADK to read the raw JSON outputs of Ghost tools like `get_tag_details`. It parses the Ghost metadata natively to answer complex editorial questions within your Google ADK workflow.

Your Ghost API tokens and reader counts are encrypted in transit. Vinkius executes the Ghost tool calls in an ephemeral sandbox, meaning your private Ghost settings never leak into Google ADK's model runs.

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