Connect Linkup (AI Search & RAG) MCP for AI Agents
Grounding AI Answers with Real-Time Web Intelligence and Data Extraction
We take care of the infrastructure, maintenance, security, and governance. Works with:
Claude 
ChatGPT 
Cursor 
Gemini 
Windsurf 
VS Code 
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What AI agents can do with Linkup (AI Search & RAG) MCP with 2 Web Intelligence Tools
These two tools allow your agent to perform live web searches or extract clean text from specific URLs, providing real-time data for complex reasoning.
Search web
Executes a real-time web search, allowing you to balance quick factual lookups or deep research limits for context retrieval.
Fetch url
Retrieves and extracts clean content from any specific URL, bypassing common bot protections by running complex JavaScript loops automatically.
Frequently Asked Questions
How does Linkup help my AI agent use up-to-date information? +
It gives your agent access to the live web, so it never relies on outdated training data. Instead of guessing, it searches current news and documentation to ground its answers in real facts.
Can Linkup extract text from complex websites or PDFs? +
Yes. The MCP is designed to pull clean, readable text from specific URLs, bypassing common website noise and JavaScript protections so you get usable content every time.
What kind of data can I use with the Linkup MCP for RAG? +
You can feed it anything published online: financial reports, technical manuals, market research articles, and news updates. It’s built to handle diverse web content sources.
Do I need to write custom scrapers when using Linkup with my AI agents? +
No. This MCP handles the difficult parts of data extraction for you. You connect it, and your agent does the heavy lifting by running searches or fetching URLs automatically.
Is Linkup good for comparing multiple documents from different sources? +
Yes. Because you can run deep searches across many sites and then fetch specific content from each one, your AI agent can synthesize information into a single, comprehensive comparison report.
How can Linkup help my agent provide more up-to-date answers? +
Use the linkup_search tool to give your agent access to live web data. By performing semantic searches across the internet, your agent can retrieve the latest news, reports, and documentation, grounding its answers in current facts.
Can I extract clean text from a specific URL for RAG? +
Yes. The linkup_fetch tool is specifically designed for content extraction. It renders the target page and returns a clean text version stripped of navigation and ads, making it ideal for feeding high-quality context to your agent.
What is the difference between standard and deep search modes? +
Standard search focuses on rapid fact-finding and top results. Deep search performs a more comprehensive crawl across many more sources, which is better for complex research tasks that require diverse perspectives and detailed data.
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