Download PDFMarkdown Version
ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Jina AI with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Power your RAG and search via Jina AI. generate embeddings, rerank documents, read URLs, and perform semantic web search.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

Waiting for input…

Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 6 capabilities

The complete Jina AI capability set.

These are the exact actions your AI can choose when you ask it to work with Jina AI.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 6 available through Jina AI.

  1. 01

    Classify texts

    Perform zero-shot text classification

  2. 02

    Segment content

    Semantically segment and chunk long text content

  3. 03

    Generate embeddings

    The input must be a JSON array of strings. Generate vector embeddings from text

Capability set02 / 02

04-06

3 capabilities in this set.

Part of 6 available through Jina AI.

  1. 04

    Read URL content

    Excellent for grounding LLMs with live web content. Read and extract clean text from a URL

  2. 05

    Rerank documents

    Rerank search documents against a query

  3. 06

    Search web jina

    Returns context-rich structured search results, suitable for RAG pipelines. Perform a semantic web search

Observed, not estimated

823ms average. Fast in production.

Jina AI is checked daily against the live service.

Daily averagePeak 987ms
Aug 20Today
Fastest day
694ms
Slowest day
987ms
14-day trend
Slowing+5%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 6 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Jina AI, so you can see the experience inside your AI.

It does not authenticate your account with Jina AI. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Jina AI Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_wGxcPgjZXIdTEE0fANy2lSVGB9dv2CeDi7TDmWBG/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Jina AI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "jina-ai-search-foundation-llm-grounding-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_wGxcPgjZXIdTEE0fANy2lSVGB9dv2CeDi7TDmWBG/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Jina AI owners ask.

  • 01

    How can Jina AI help my agent provide more accurate answers?

    Use the read_url_content capability to give your agent access to live web data. By converting URLs into clean Markdown, your agent can 'read' the latest information from documentation or news sites, grounding its answers in up-to-date facts.

  • 02

    What is the difference between search and rerank?

    Search (embeddings) helps you find a broad set of relevant documents quickly. Rerank takes that smaller set and uses a more powerful cross-encoder model to sort them by exact semantic matching, ensuring the absolute best context is sent to the LLM.

  • 03

    Can I search the web through my agent using Jina?

    Absolutely. Use the search_web_jina capability to dispatch a semantic query. Your agent will return structured results including snippets and titles from top web pages, allowing it to synthesize answers from the live internet.

Explore

More in AI Frontier

Suggestions