# Exa AI MCP for AI Agents AI Agent Connect > Exa AI MCP lets your AI agent search the web using meaning instead of just keywords. It handles semantic discovery, finds similar websites, and pulls back clean content so your agent doesn't have to scrape messy HTML. It's built for deep research and real-time web analysis. ## Overview - **Category:** artificial-intelligence - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_FGVXtKSFn3wrHq5L8wcmkWylSnn62LI4lF4yyImn/ai-agent-connect - **Tags:** neural-search, semantic-search, content-intelligence, web-research, embeddings, data-extraction ## Description You're trying to get your AI agent to do more than just talk about things it already knows. You need it to find new information, but most web search tools return a mess of ads and irrelevant links. This Connector changes that by giving your agent a way to understand the actual intent behind a search query. Instead of matching keywords, it looks for meaning. It can find websites that are similar to a specific URL you already like, or grab the actual text from a page without the junk. It turns your agent into a researcher that can browse for you and bring back clean, usable data. You can manage all these connections easily through the Vinkius catalog, which makes it simple to plug this into your existing setup. It's about making sure the data your agent uses is actually relevant to the task at hand, whether you're tracking competitors or digging into a new industry. This means your agent can handle complex research tasks like finding niche trends or summarizing competitor sites without you having to intervene or copy-paste data between windows. It gives your agent eyes on the live web that actually understand what you're asking for. ## Tools ### advanced_custom_search Complex search query ### extract_page_content Retrieve web page text ### find_similar_pages Note: this endpoint is deprecated by Exa AI. Find matching pages for a URL (deprecated — use search instead) ### get_query_highlights Extract relevant snippets ### keyword_search Search by exact keywords ### perform_live_crawl Fresh web extraction ### search_with_contents Searches the web and grabs the page content in one single step. This saves time and reduces the number of requests. ### search_by_category Search by site type ### search_by_crawl_date Search by discovery date ### search_specific_domains Search within sites ### semantic_search Perform AI-native search ## Prompt Examples **Prompt:** ``` Find 5 high-quality research papers about 'Climate Change mitigation' using Exa. ``` **Response:** ``` I've found 5 relevant papers. Here are the links and a summary of the key findings for each: | Paper Title | Key Finding | | :--- | :--- | | Carbon Capture Study | Highlights new 90% efficiency rate | | Renewable Energy Review | Analyzes grid stability | | ... | Would you like the full text for any of these? ``` **Prompt:** ``` Find sites similar to https://techcrunch.com. ``` **Response:** ``` I found 10 similar sites. Here are the top matches: * **VentureBeat** (Relevancy: 0.98) * **The Verge** (Relevancy: 0.95) * **Wired** (Relevancy: 0.92) Would you like me to summarize the content of any of these sites? ``` **Prompt:** ``` Search for 'future of AI robotics' and give me the full content of the best result. ``` **Response:** ``` The top result is a detailed analysis from MIT. Here is the cleaned content: **MIT Analysis: Embodied AI** * **Humanoid Developments:** Focus on fine-motor skills. * **Embodied AI:** Integrating LLMs with physical actuators. * **Key Takeaway:** The transition from digital to physical interaction is the next major milestone. ``` ## Capabilities ### Search by meaning Get results that actually match what you're looking for instead of just matching keywords. ### Find similar sites Discover related websites based on a single URL you provide. ### Grab clean text Pull the main content from a page without the HTML clutter or ads. ### One-shot search Get search results and their page content in a single request to save time. ### Monitor usage Track your API limits and crawl statistics in one place. ## Use Cases ### Competitor Analysis An analyst asks the agent to find 5 sites similar to a specific tech blog to map out the current landscape. ### Market Research A developer asks for the latest news on solid-state batteries and gets clean text summaries of the top results. ### Content Gathering A writer wants the main text from three different news articles to create a summary without clicking through each one. ### Trend Monitoring An ops lead asks the agent to find new startups in the green energy space and get a list of their websites. ## Benefits - Get better results because search_web uses meaning rather than just matching keywords. - Save time on scraping by using get_contents to skip the HTML junk. - Speed up your agent's response times by using search_with_contents to do two jobs at once. - Identify competitors faster by using find_similar to see what's related to your site. - Keep your research grounded by ensuring your agent sees real, current web data. ## How It Works The bottom line is your agent gets a high-quality, semantic way to browse the live web. 1. Connect your Exa API key to the Connector in your client settings. 2. Ask your agent to find specific information or similar sites in natural language. 3. Get a list of relevant links and cleaned content back instantly. ## Frequently Asked Questions **How does the Exa AI MCP help with web research?** It gives your AI agent the ability to perform semantic searches. Instead of just looking for keywords, it understands the intent of your question to find the most relevant information on the live web. **Can I use Exa AI MCP to find similar websites?** Yes. You can provide a URL to your agent and ask it to find related sites. It will identify websites with similar themes, purposes, or content for you. **Does Exa AI MCP pull back the full text of a page?** It can. It retrieves cleaned text content from specific pages, which means your agent can read the actual information without being distracted by ads or navigation menus. **How is Exa AI MCP different from a regular web search?** Regular search often relies on keyword matching. Exa AI MCP uses semantic embeddings to understand meaning, and it can also pull back the actual content of the pages it finds in a single step. **Can my AI agent use Exa AI MCP to find competitors?** Absolutely. By using the similarity discovery features, your agent can quickly map out a competitive landscape based on a single reference URL. **Is Exa AI MCP good for extracting clean data from the web?** Yes, that's one of its main strengths. It provides a way for your agent to get structured, cleaned text from the web, making it much easier to summarize or analyze data. **How do I find my Exa API Key?** Log in to your [**Exa.ai dashboard**](https://dashboard.exa.ai/), and you will find your API Key on the API Keys page. Copy and paste it below. **What makes Exa search 'semantic'?** Exa uses neural embeddings to understand the meaning behind your query, allowing it to find results that are contextually related even if they don't share exact keywords. **Can the agent find sites similar to a blog post?** Yes. Use the `find_similar` tool providing the URL of the blog post. Your agent will return a list of sources with similar topics or writing styles instantly. **How do I find my Exa AI API Key?** Log in to your [**Exa AI dashboard**](https://dashboard.exa.ai/), and copy your unique API Key from the settings section. **What makes semantic search different?** Traditional search uses keywords. Semantic search uses neural embeddings to understand the meaning and context of your query, finding better matches. **Can I extract text from multiple URLs at once?** Yes! The `extract_page_content` tool accepts a JSON array of URLs and retrieves the parsed content for all of them programmatically.