Jina AI

Jina AI MCP Connector for Claude

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Search and read the web for AI — audit search results and reader content via AI.

6 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Empower your AI agent to orchestrate your entire web intelligence and information retrieval workflow with Jina AI, the platform that makes the web readable for machines. By connecting Jina AI to your agent, you transform complex search and reading tasks into a natural conversation. Your agent can instantly search the web for AI-optimized results, audit URL content through high-quality extraction, and rerank documents to maintain a clear view of information relevancy. Whether you are conducting deep research or building advanced RAG pipelines, your agent acts as a real-time data architect, ensuring your intelligence is always grounded in precise, high-density data.

What you can do

  • Web Auditing — Query the web using Jina Search and retrieve snippets specifically curated for LLM consumption.
  • Reader Oversight — Read any URL and retrieve cleaned, LLM-ready content to maintain a structured view of site data.
  • Ranking Intelligence — Rerank multiple documents or snippets to identify the most relevant information for any specific query.
  • Semantic Intelligence — Retrieve vector embeddings for text to maintain strict control over semantic search and similarity audits.
  • Fact Checking — Verify the factuality of statements through Jina's grounded search capabilities.

How it works

  1. Subscribe to this server
  2. Enter your Jina AI API Key
  3. Start managing your web intelligence through Claude, Cursor, or any MCP-compatible client

Who is this for?

  • AI Researchers — monitor search contexts and optimize information retrieval straight from your workflow.
  • Knowledge Engineers — verify cleaned content from URLs and audit RAG pipeline performance.
  • Data Scientists — perform rapid audits of semantic embeddings and reranking scores through natural language.
  • Operations Leads — automate web intelligence querying to orchestrate cross-functional research teams smoothly.
multimodal-searchweb-crawlingcontent-extractiondata-parsingai-searchinformation-retrieval

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

check_fact

Check the factuality of a statement

get_embeddings

Get vector embeddings for a list of strings

read_url

Read a URL and return cleaned content for LLMs

rerank_documents

Rerank a list of documents based on a query

search_web

Search the web using Jina Search (optimized for AI)

tokenize_text

Tokenize text for LLM processing

See how to talk to your AI agent using Jina AI.

Search the web for 'best open source LLMs 2024' using Jina AI.

I've retrieved the AI-optimized search results. Top matches include Llama 3, Mistral, and Mixtral. Would you like the snippets and links for the top 5 results?

Read the content of https://jina.ai/news and give me a summary.

I've read the URL! The main content discusses Jina's latest updates on Search and Reader APIs. Notable news include new model releases. Would you like a more detailed breakdown?

Check the fact: 'The moon is made of green cheese'.

I've performed a grounded search. The statement is false; according to scientific consensus, the moon is composed of rock and metal. I can provide the sources if you'd like.

Log in to your [**Jina AI dashboard**](https://jina.ai/api-keys), and you will find your API Key on the main page. Copy and paste it below.

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