# SerpApi MCP for AI Agents AI Agent Connect > SerpApi lets your AI client pull live search results from Google, Bing, and other engines into a clean, structured format. It handles the heavy lifting of parsing search results so you can get straight to the data. You can also manage your account limits and find specific geographic locations for localized queries. ## Overview - **Category:** data-analytics - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_ytmV9pBOIcIxd0MPbjZJSQz4JlPCZnuUWKPuT7oy/ai-agent-connect - **Tags:** serp, google-search, search-api, structured-data, market-intelligence ## Description SerpApi connects your AI agent to live search results from engines like Google and Bing. Instead of your agent guessing based on old training data, it pulls current information from the web. This means you get data for your reports or analysis without having to manually browse through pages. It handles the heavy lifting of parsing results so you focus on what the information actually means. Because Vinkius hosts this Connector, you get it running in your existing workflow quickly. You get real-time updates on search trends, local results, and account status without the usual friction of manual searching. Think about the time spent copying and pasting search results into a spreadsheet. It's a repetitive task that breaks your concentration and slows down your research. This Connector eliminates that friction by providing your agent with a direct line to the search engine results page. When you ask your agent to look something up, it doesn't just give you a generic answer; it pulls the actual top hits, snippets, and metadata. For those in the marketing space, this is a game changer for tracking how a brand is performing in different regions. You query specific locations to see what local customers are seeing. For data scientists, it provides a way to gather structured web data that's ready for analysis the moment it's retrieved. It's about moving from manual data collection to automated intelligence. You get the facts you need, formatted correctly, delivered straight to your chat interface. ## Tools ### get_account Check your SerpApi plan limits and current usage. This keeps your project on track by showing how many searches you have left. ### get_locations Find specific geographic locations to use for localized search results. This ensures your agent queries the correct region. ### search Perform a web search and get back structured data from engines like Google. This replaces manual browsing with clean data. ## Prompt Examples **Prompt:** ``` Search for 'latest breakthroughs in quantum computing' on Google. ``` **Response:** ``` I've performed the search. The top results include articles from Nature and MIT Technology Review discussing new error-correction methods and 1000-qubit processors. Would you like a summary of the top 3 results? ``` **Prompt:** ``` Check my SerpApi account usage and plan details. ``` **Response:** ``` You are currently on the 'Developer' plan. You have used 450 out of 2,500 searches this month, leaving you with 2,050 searches remaining. ``` **Prompt:** ``` Find supported search locations for 'San Francisco'. ``` **Response:** ``` I found several matches: 'San Francisco, California, United States', 'San Francisco, Cordoba, Argentina', and 'San Francisco, Heredia, Costa Rica'. Which one would you like to use for your search? ``` ## Capabilities ### Pull live search results Get real-time data from Google and Bing in a structured format. ### Extract structured SEO data Receive clean data for analysis instead of messy HTML. ### Find geographic locations Identify supported locations to ensure search results are localized. ### Monitor account limits Check your current API usage and plan details in real time. ### Filter by language and device Execute queries tailored to specific languages or hardware. ## Use Cases ### Tracking Keyword Rankings An SEO pro asks the agent to check the top 10 results for a specific keyword in London to see how their site ranks. ### Competitor Visibility Analysis A researcher asks the agent to find the latest news on a competitor's new product launch across different regions. ### Automated Data Collection A scientist asks the agent to find search results for a set of niche topics to build a structured dataset for analysis. ### Local Market Discovery A business owner wants to see how their brand appears in different cities across the country to plan their expansion. ## Benefits - Skip the manual work of opening multiple browser tabs by using the search tool to grab live data. - Get accurate local results by using get_locations to find specific geographic coordinates. - Keep your project on track by checking your remaining credits with get_account. - Analyze SEO trends faster because the data comes back as clean JSON instead of messy HTML. - Target specific audiences by filtering searches by language and device type. ## How It Works The bottom line is you get live, structured web search results directly in your chat. 1. Subscribe to the SerpApi MCP on the Vinkius marketplace. 2. Enter your SerpApi API key into your client configuration. 3. Ask your AI client to search for specific topics or locations. ## Frequently Asked Questions **How does SerpApi help with my SEO?** It lets your AI agent pull live search results from Google and Bing. You can use this to track keyword rankings and see how your site appears in search results without manual searching. **Can I use SerpApi for local search results?** Yes, it can find specific geographic locations to ensure your searches are accurate. This is helpful for businesses wanting to see how they rank in specific cities or regions. **Does SerpApi work with Google and Bing?** It connects to several major search engines, including Google and Bing. Your agent can pull structured data from these sources to provide up-to-date information. **How do I check my SerpApi usage?** You can ask your agent to check your account status. It will pull your current plan details and show how many searches you have left for the month. **Can my agent find specific locations for me?** Yes, it can identify supported geographic locations. This helps you get precise results when you need to know what people in a specific area are seeing. **What kind of data does SerpApi return?** It returns structured data instead of messy HTML. This makes it easy for your agent to parse the information and summarize it for you. **Can I search on engines other than Google?** Yes! Use the `search` tool and specify the `engine` parameter. Supported engines include Bing, Baidu, DuckDuckGo, Yahoo, and many others. **How do I check my remaining API credits?** Run the `get_account` tool. Your agent will retrieve your current plan details, total searches, and remaining credits for the current billing cycle. **How do I find the correct location string for a localized search?** Use the `get_locations` tool with a search prefix (e.g., 'New York'). It will return a list of valid location strings that you can then pass into the `search` tool.