# Serper MCP for AI Agents AI Agent Connect > Serper lets your AI agent perform real-time Google searches to pull organic results, news, images, and local data. It turns your agent into a live research assistant that can audit web content, track trends, and find specific business details without you needing to open a browser tab. This makes it a core tool for anyone needing grounded, current web intelligence. ## Overview - **Category:** data-analytics - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_sqRplr28KL86BQB82VHrfCyjweB71QyeDeN5gIQ9/ai-agent-connect - **Tags:** google-search, web-discovery, news-tracking, local-business-data, fast-query ## Description Serper lets your agent pull live data from Google's search index. Instead of relying on a static knowledge base, your agent can now see what's happening on the web right now. This means you can ask about current events, check out what competitors are doing, or find specific local businesses without ever switching tabs. It handles the heavy lifting of pulling snippets, links, and metadata so you can focus on the analysis. When you connect this through the Vinkius catalog, your AI becomes a researcher that actually stays current. It handles everything from checking news trends to digging into academic papers or patent filings, making sure your agent's answers are grounded in real-world facts rather than guesses. You get a research assistant that can navigate organic results, visual content, and local maps on demand. It's about getting accurate, up-to-the-minute information without the friction of manual searching. You can use it to audit web results, track news trends, and retrieve local business data instantly. Whether you're doing market research or monitoring brand mentions, your agent acts as a real-time analyst. It ensures your web intelligence is always grounded in live search data, giving you a massive head start on any project that requires current information. ## Tools ### get_autocomplete Get the most popular search terms for a specific query. This helps you understand what users are actually looking for. ### search_google Pull organic search results including titles and snippets. Use this to get a quick overview of web results for any topic. ### search_images Find visual content and images from across the web. This is great for gathering visual trends and media assets. ### search_maps Retrieve geographic data and location details from Google Maps. It helps your agent understand physical locations. ### search_news Fetch the latest news headlines and articles for a topic. This keeps your agent informed on real-time events. ### search_places Find local businesses and specific location information. Use this to gather data on local venues and services. ### search_scholar Query Google Scholar for peer-reviewed academic papers. This lets your agent find credible research and citations. ### search_patents Search through patent filings to find intellectual property. It is perfect for deep technical and legal research. ### search_shopping Get retail and shopping results for product research. Use this to see what products are currently available. ### search_videos Find relevant video content from across the web. This helps your agent identify trending video content. ## Prompt Examples **Prompt:** ``` What's the latest news on the new SpaceX launch? ``` **Response:** ``` I've scanned the latest news for you. Here are the top reports: | Source | Headline | Key Details | | :--- | :--- | :--- | | **SpaceX News** | Starship Launch Success | Confirmed successful orbital insertion with 95% payload capacity. | | **TechCrunch** | Next Phase Begins | Details on the upcoming refueling mission scheduled for next month. | | **Reuters** | Public Reaction | Mixed reactions from stakeholders regarding the landing site impact. | Would you like me to summarize any of these specific articles? ``` **Prompt:** ``` Find me 5 pizza places in Seattle with good ratings. ``` **Response:** ``` I've found several highly-rated pizza places in Seattle for you: * **Serious Pie** (Capitol Hill) - 4.6 stars * **Delancey** (International District) - 4.4 stars * **Pizzeria Veneto** (University District) - 4.2 stars * **La Marisa** (Ballard) - 4.5 stars * **Pizza Pies** (Fremont) - 4.3 stars Would you like the addresses or phone numbers for any of these? ``` **Prompt:** ``` What are people searching for regarding 'AI in healthcare'? ``` **Response:** ``` Based on current search trends, people are frequently looking for: * **AI in healthcare diagnostics** * **AI healthcare privacy laws*** * **best AI for medical imaging** * **AI nursing assistants** * **healthcare AI ethics** These terms suggest a high interest in both the practical application and the safety regulations of medical AI. ``` ## Capabilities ### Pull organic search results Your agent grabs titles, snippets, and links for any query. ### Fetch live news headlines Get the latest updates and news reports on specific topics. ### Locate local businesses Find venues and geographic data from Google Maps. ### Query academic papers Retrieve peer-reviewed research from Google Scholar. ### Search patent filings Find intellectual property data and patent records. ### Get search suggestions See what people are actually typing into search bars. ## Use Cases ### Visual Trend Analysis A researcher finds visual trends using search_images to see what's popular in a specific industry. ### Video Content Discovery A content creator finds relevant clips using search_videos to identify popular video content. ### Trend Spotting A strategist sees what people are typing about a product using get_autocomplete. ### Retail Research A retail analyst finds current product listings using search_shopping. ## Benefits - Stop manual searching: Use search_google to get snippets and links instantly without opening a browser. - Stay current: Use search_news to pull live updates so your agent doesn't rely on old training data. - Deepen research: Use search_scholar to find peer-reviewed academic papers in seconds. - Scan IP: Use search_patents to find intellectual property and patent filings quickly. - Map out locations: Use search_places to find local businesses and geographic data for regional planning. - Find venues: Use search_maps to retrieve location details and venue information. ## How It Works The bottom line is your agent gets a live, high-speed connection to Google's search index. 1. Subscribe to this Connector and grab your Serper API key. 2. Plug the key into your preferred MCP client like Claude or Cursor. 3. Ask your agent to search for news, images, or local data. ## Frequently Asked Questions **Can Serper MCP find local businesses?** Yes, it can find places and businesses using a dedicated tool to pull geographic data from Google Maps. **Does it work for academic research?** Yes, it includes a specific tool for Google Scholar, which lets your agent find peer-reviewed papers and citations. **Can it track news?** Yes, it pulls live news results, making it easy to stay on top of current events and industry updates. **Can it find images?** Yes, it has a tool for Google image search to help you find visual content and trends. **Is it faster than manual searching?** Yes, it returns data directly to your agent in seconds, saving you from having to open and browse multiple tabs. **Can it find patents?** Yes, it includes a tool to search through patent filings to help with intellectual property research. **Can it give me search suggestions?** Yes, it can pull autocomplete suggestions to show you what people are actually typing into search bars. **How do I find my Serper API Key?** Log in to your [**Serper.dev dashboard**](https://serper.dev/dashboard), and you will find your API Key on the main page. Copy and paste it below. **Can the agent search for images and news separately?** Yes. This server includes specialized tools for Google Images (`search_images`) and Google News (`search_news`), allowing your agent to query specific verticals based on your needs. **Is it possible to retrieve local business details via the agent?** Yes. The `search_places` tool allows your agent to query Google Places for business information, including addresses and ratings, ensuring your local research is accurate.