Linkup (AI Search & RAG) MCP, Ready to Go
Give your AI agents real-time web intelligence. Use Linkup (AI Search & RAG) with Claude or Cursor to fetch clean data and ground your agent.
No credit card required. Experience the power of this integration risk-free.
Give your agent real-time web intelligence and clean data for RAG pipelines.
Works with every AI agent you already use
…and any MCP-compatible client
How fast is the Linkup (AI Search & RAG) Connector?
Average time for the server to become ready for requests over the last 14 days, measured until the initialize / tools/list handshake completes. Metrics are updated daily between 00:00 and 04:00 UTC. Create a free account, use this Connector on Vinkius Cloud, and connect it to your AI agent in seconds.
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What AI agents can do with Linkup (AI Search & RAG) 2-Tool Web Intelligence
Execute semantic web searches or extract clean text from specific URLs with bot protection bypass.
Search web
Perform a real-time web search to get high-relevancy results. You can choose between fast and deep modes depending on your research needs.
Fetch url
Extract clean text from a specific URL by bypassing bot protections. This tool strips out noise like ads and navigation menus.
A Connector is a URL. Vinkius runs it: hosting, security, governance, observability.
You're looking at one of 5,800+ managed Connectors. The real value isn't the catalog. It's the control plane that secures, governs, audits, and manages every interaction between your agents and the tools they use.
No Shadow AI
Every agent action is visible, approved, and auditable. Nothing runs outside your governance.
Absolute agent control
Fine-grained permissions for every agent, MCP, and tool. Instantly revoke access and audit every execution.
Cost control per token
Spend broken down to the token, tool, and agent. Budgets and hard limits. No surprise invoices.
Managed & monitored infra
We operate the runtime, authentication, scaling, retries, and monitoring. Your team manages AI, not infrastructure.
Data protection, DLP by design
Sensitive data is filtered before reaching the model. Access is governed so agents receive only the information they're allowed to use.
Token optimization, real savings
Lower AI costs by delivering the right context instead of unnecessary tools. Better accuracy, faster responses, and fewer wasted tokens.
Linkup (AI Search & RAG) for Real-Time Web Intelligence
This is for RAG developers and engineers who are tired of their agents hallucinating because of stale data or getting confused by messy website headers.
RAG Developer
You use this to give your production agents real-time grounding without building your own scrapers.
AI/ML Engineer
You use this to pull clean web content for creating high-quality evaluation datasets or fine-tuning data.
Market Researcher
You use this to perform large-scale data collection and fact-finding across the web without manual scripts.
Frequently Asked Questions
Can Linkup (AI Search & RAG) help my agent see live news? +
Yes. It connects your agent to the live web so it can pull in current facts and news that weren't in its original training data.
How does Linkup (AI Search & RAG) handle bot protections? +
It automatically bypasses advanced bot protections, allowing your agent to fetch content from sites that usually block scrapers.
Can I use Linkup (AI Search & RAG) for RAG pipelines? +
Absolutely. It provides structured payloads with titles and snippets, making it easy to feed clean data into your vector store.
Does Linkup (AI Search & RAG) clean up messy websites? +
Yes. It strips away ads, navigation menus, and headers, so your agent only sees the actual content of the page.
Is Linkup (AI Search & RAG) good for deep research? +
Yes. It features a deep search mode specifically designed for thorough research that requires looking across multiple sources.
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.
Your AI, connected to everything.
No credit card required · Free tier available
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