Linkup (AI Search & RAG)

Linkup (AI Search & RAG) MCP Connector for Claude

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Power your AI agents with real-time web search via Linkup — execute semantic queries and extract RAG-ready content.

2 tools Official Updated Jun 29, 2026 Official Vinkius Partner

Connect your Linkup account to any AI agent and take full control of real-time web intelligence and content retrieval for RAG pipelines through natural conversation.

What you can do

  • Semantic Web Search — Execute context-rich queries that return high-relevancy results specifically optimized for Large Language Models directly from your agent
  • Deep Content Retrieval — Extract clean, readable text from any web URL, stripping away noise and navigation to feed high-quality grounding data to your AI
  • RAG-Ready Payloads — Retrieve structured search results including titles, snippets, and source URLs designed for seamless integration into vector stores
  • Precision Extraction — Target specific URLs for content parsing, ensuring your agent has the exact technical context or documentation required for its task
  • Real-time Intelligence — Access the latest facts and data from across the internet to ground your agent's answers in up-to-date reality
  • Search Breadth — Switch between standard and deep search modes to balance between rapid fact-finding and comprehensive research across the web

How it works

  1. Subscribe to this server
  2. Enter your Linkup API Key
  3. Start grounding your AI with live web data from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • RAG Developers — provide your agents with real-time web access and precise document retrieval for contextual grounding through natural conversation
  • AI & ML Engineers — automate the extraction of high-quality web content for model fine-tuning and evaluation datasets
  • Market Researchers — perform large-scale data collection and fact-finding across the web without manual scraping scripts
ragsemantic-searchweb-intelligencellm-optimizationdata-retrievalreal-time-data

2 tools expose this connector's capabilities to your AI agent.

search_web

Choose "fast" mapping for basic factual requests and "deep" for thorough research limits. Perform a real-time web search extracting deep answers utilizing Linkup Platform

fetch_url

Bypasses advanced bot protections executing complex SPA JavaScript loops automatically. Fetch and extract clean content from any specific URL using Linkup Platform

See how to talk to your AI agent using Linkup (AI Search & RAG).

Search for the latest NVIDIA earnings report summary

Searching the web… Based on the latest results from Linkup, NVIDIA reported Q4 revenue of $22.1 billion, up 265% year-over-year. Data center revenue hit a record $18.4 billion. Would you like me to fetch the full detailed analysis from one of the source articles?

Extract the technical specifications from this documentation URL: [url]

Fetching content… I've extracted the clean technical text. The system requirements include 16GB RAM, an NVIDIA RTX 30-series GPU, and Python 3.10+. I can provide the full list of API endpoints described in the doc as well.

Deep search for 'AI agent security best practices 2024'

Performing deep search… I've synthesized security insights from 12 diverse sources. Key best practices for 2024 include: 1) Strict tool-call sandboxing, 2) Human-in-the-loop for high-stakes actions, 3) Real-time prompt injection monitoring. Would you like a detailed breakdown of the sandboxing techniques?

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.

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