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Vinkius

Serper MCP Server for Google ADK 3 tools — connect in under 2 minutes

Built by Vinkius GDPR 3 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Serper as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Vinkius supports streamable HTTP and SSE.

python
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="serper_agent",
    instruction=(
        "You help users interact with Serper "
        "using 3 available tools."
    ),
    tools=[mcp_tools],
)
Serper
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* 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 Serper MCP Server

Connect your AI agent to Serper.dev — the fastest and most cost-effective way to get Google Search results programmatically.

Google ADK natively supports Serper as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 3 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

  • Google Search — Get organic search results with titles, links, snippets, and positions. Supports geolocation and language parameters for localized results
  • Google News — Search the latest news articles with headlines, sources, publication dates, and snippets
  • Google Images — Find image results with URLs, titles, and source pages for visual research

Why Serper?

  • 2,500 free searches/month — the most generous free tier for Google SERP APIs
  • Sub-100ms latency — fastest Google SERP API available
  • Native LangChain/CrewAI integration — the default search tool for most AI frameworks

The Serper MCP Server exposes 3 tools through the Vinkius. Connect it to Google ADK 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 Serper to Google ADK via MCP

Follow these steps to integrate the Serper MCP Server with Google ADK.

01

Install Google ADK

Run pip install google-adk

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Create the agent

Save the code above and integrate into your ADK workflow

04

Explore tools

The agent will discover 3 tools from Serper via MCP

Why Use Google ADK with the Serper MCP Server

Google ADK provides unique advantages when paired with Serper through the Model Context Protocol.

01

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

02

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Serper

03

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

04

Seamless integration with Google Cloud services means you can combine Serper tools with BigQuery, Vertex AI, and Cloud Functions

Serper + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Serper MCP Server delivers measurable value.

01

Enterprise data agents: ADK agents query Serper and cross-reference results with internal databases for comprehensive analysis

02

Multi-modal workflows: combine Serper tool responses with Gemini's vision and language capabilities in a single agent

03

Automated compliance checks: schedule ADK agents to query Serper regularly and flag policy violations or configuration drift

04

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Serper

Serper MCP Tools for Google ADK (3)

These 3 tools become available when you connect Serper to Google ADK via MCP:

01

google_image_search

dev to query Google Images and return structured results including image URLs, titles, and source pages. Useful for visual research, content creation, and reference gathering. Search Google Images for visual content related to any query. Returns image URLs, titles, and sources

02

google_news_search

dev to query Google News and return the most recent news articles matching your query. Perfect for monitoring breaking news, industry trends, and competitor announcements. Search Google News for the latest articles on any topic. Returns headlines, sources, dates, and snippets

03

google_search

dev to perform a real-time Google Search and return structured organic results. Supports geolocation (gl) and language (hl) parameters for localized results. Returns up to 100 results per query. Search Google and get organic SERP results instantly. Returns titles, links, snippets, and positions for any query

Example Prompts for Serper in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Serper immediately.

01

"Search Google for 'best AI agent frameworks 2026' and show me the top 5 results."

02

"Search the latest news about OpenAI."

03

"Search Google Images for 'neural network architecture diagram'."

Troubleshooting Serper MCP Server with Google ADK

Common issues when connecting Serper to Google ADK through the Vinkius, and how to resolve them.

01

McpToolset not found

Update: pip install --upgrade google-adk

Serper + Google ADK FAQ

Common questions about integrating Serper MCP Server with Google ADK.

01

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.
02

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.
03

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.

Connect Serper to Google ADK

Get your token, paste the configuration, and start using 3 tools in under 2 minutes. No API key management needed.