Serper MCP Server for AutoGen 3 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Serper as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="serper_agent",
tools=tools,
system_message=(
"You help users with Serper. "
"3 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Serper tools. Connect 3 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
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 AutoGen 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 AutoGen via MCP
Follow these steps to integrate the Serper MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 3 tools from Serper automatically
Why Use AutoGen with the Serper MCP Server
AutoGen provides unique advantages when paired with Serper through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Serper tools to solve complex tasks
Role-based architecture lets you assign Serper tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Serper tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Serper tool responses in an isolated environment
Serper + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Serper MCP Server delivers measurable value.
Collaborative analysis: one agent queries Serper while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Serper, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Serper data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Serper responses in a sandboxed execution environment
Serper MCP Tools for AutoGen (3)
These 3 tools become available when you connect Serper to AutoGen via MCP:
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
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
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 AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Serper immediately.
"Search Google for 'best AI agent frameworks 2026' and show me the top 5 results."
"Search the latest news about OpenAI."
"Search Google Images for 'neural network architecture diagram'."
Troubleshooting Serper MCP Server with AutoGen
Common issues when connecting Serper to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Serper + AutoGen FAQ
Common questions about integrating Serper MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect Serper with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Serper to AutoGen
Get your token, paste the configuration, and start using 3 tools in under 2 minutes. No API key management needed.