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Google Search Console MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Google Search Console through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

Vinkius supports streamable HTTP and SSE.

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="Google Search Console Assistant",
            instructions=(
                "You help users interact with Google Search Console. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
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About Google Search Console MCP Server

Connect your Google Search Console to your AI agent and take control of your technical SEO. Use natural language to query search traffic data, inspect URLs for indexing errors, and manage your sitemaps across all your verified web properties.

The OpenAI Agents SDK auto-discovers all 10 tools from Google Search Console through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Google Search Console, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

What you can do

  • Search Analytics — Query clicks, impressions, CTR, and position data by date, country, device, or specific queries
  • URL Inspection — Instantly check if a specific page on your site is indexed by Google and identify any mobile usability or indexing errors
  • Sitemap Management — List all submitted sitemaps, verify their status, and submit new ones directly from the chat
  • Site Management — View all your verified properties and add or remove sites from your Search Console account

The Google Search Console 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.

How to Connect Google Search Console to OpenAI Agents SDK via MCP

Follow these steps to integrate the Google Search Console MCP Server with OpenAI Agents SDK.

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 Google Search Console

Why Use OpenAI Agents SDK with the Google Search Console MCP Server

OpenAI Agents SDK provides unique advantages when paired with Google Search Console 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

Google Search Console + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Google Search Console MCP Server delivers measurable value.

01

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

02

Multi-agent orchestration: create specialist agents — one queries Google Search Console, another analyzes results, a third generates reports

03

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

04

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

Google Search Console MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Google Search Console to OpenAI Agents SDK via MCP:

01

add_site

Add a site to Search Console

02

delete_site

Remove a site from Search Console

03

delete_sitemap

Delete a submitted sitemap

04

get_site

Get details for a specific site

05

get_sitemap

Get details about a specific sitemap

06

inspect_url

Inspect the index status of a specific URL

07

list_sitemaps

List submitted sitemaps for a site

08

list_sites

List verified sites in Search Console

09

query_search_analytics

Query search traffic data

10

submit_sitemap

Submit a new sitemap

Example Prompts for Google Search Console in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Google Search Console immediately.

01

"Check if https://mysite.com/new-post is indexed by Google."

02

"What were the top 5 search queries for our site last week?"

03

"Submit our new sitemap at https://mysite.com/sitemap-products.xml to Search Console."

Troubleshooting Google Search Console MCP Server with OpenAI Agents SDK

Common issues when connecting Google Search Console 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.

Google Search Console + OpenAI Agents SDK FAQ

Common questions about integrating Google Search Console 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 the Vinkius.

Connect Google Search Console to OpenAI Agents SDK

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.