How does this MCP make web content easier for AI to read?

It uses the Reader capability to strip away unnecessary HTML and formatting, delivering only the clean, high-density text your agent needs.

Can I use this with Cursor or VS Code?

Yes, this MCP works with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

What is the difference between searching and reranking?

Search finds potential documents across the web, while reranking takes a list of existing documents and reorders them to put the most relevant ones first.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.

How does the fact-checking work?

The check_fact capability performs a grounded search to compare a statement against reliable web information to determine its accuracy.

How do I find my Jina AI API Key?

Log in to your Jina AI dashboard, and you will find your API Key on the main page. Copy and paste it below.

What is the difference between Jina Search and Reader?

Jina Search searches across the entire web for results, while Reader extracts the specific main content from a single provided URL, optimized for AI models.

Can the agent rerank my search results?

Yes. The rerank_documents capability allows your agent to sort a list of documents by relevancy to a query using Jina's advanced reranking models.

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Connect Jina AI to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn the entire web into readable data for your agent.

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.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 6 capabilities

We ship only the actions that matter.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 6 available through Jina AI.

01
Read URL
This capability pulls content from any URL and strips away the clutter, leaving only clean text for your agent to read.
02
Rerank documents
This capability reorders a list of documents to ensure the most relevant information is at the top based on your specific query.
03
Search web
Use this to perform web searches that return results specifically optimized for AI consumption.

Capability set02 / 02

04-06

3 capabilities in this set.

Part of 6 available through Jina AI.

04
Tokenize text
Use this to break down text into tokens, making it easier for your AI client to process specific segments.
05
Check fact
This capability performs a grounded search to verify if a specific statement is factually accurate.
06
Get embeddings
This capability generates vector embeddings for a list of strings to enable semantic search and similarity checks.

Real work

What teams actually run

RAG Pipeline Optimization

Use reranking and cleaned URL content to improve the accuracy of your retrieval-augmented generation.

Automated Research

Let your agent search the web and summarize findings from multiple sources at once.

Fact Checking

Verify claims in real-time by having your agent perform grounded searches.

Semantic Auditing

Check how well your data clusters or matches queries using vector embeddings.

Automate a task

Put Jina AI to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Jina AI works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Jina AI to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

847ms average. Fast in production.

Jina AI is checked daily against the live service.

Daily averagePeak 1076ms

Oct 3Today

Fastest day: 661ms
Slowest day: 1076ms
14-day trend: Stable+1%

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_Gza6Drx72jH8vtBy0iAFsasyQnT7I8NYxoBnHuHb/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Jina AI capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "jina-ai-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Gza6Drx72jH8vtBy0iAFsasyQnT7I8NYxoBnHuHb/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

Guided setup for Claude? Set up Jina AI in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Jina AI owners hand off.

This MCP is built for technical users who need to feed high-quality web data into their AI workflows.

01
AI Researchers
They use it to monitor search contexts and optimize how their agents retrieve information.
02
Knowledge Engineers
They use it to verify cleaned content from URLs and audit the performance of RAG pipelines.
03
Data Scientists
They use it to run rapid audits on semantic embeddings and reranking scores.

FAQ

Questions Jina AI owners ask.

01
How does this MCP make web content easier for AI to read?
It uses the Reader capability to strip away unnecessary HTML and formatting, delivering only the clean, high-density text your agent needs.
02
Can I use this with Cursor or VS Code?
Yes, this MCP works with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
03
What is the difference between searching and reranking?
Search finds potential documents across the web, while reranking takes a list of existing documents and reorders them to put the most relevant ones first.
04
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using the capabilities.
05
How does the fact-checking work?
The check_fact capability performs a grounded search to compare a statement against reliable web information to determine its accuracy.
06
How do I find my Jina AI API Key?
Log in to your Jina AI dashboard, and you will find your API Key on the main page. Copy and paste it below.
07
What is the difference between Jina Search and Reader?
Jina Search searches across the entire web for results, while Reader extracts the specific main content from a single provided URL, optimized for AI models.
08
Can the agent rerank my search results?
Yes. The rerank_documents capability allows your agent to sort a list of documents by relevancy to a query using Jina's advanced reranking models.

Explore

More in AI Frontier

Connect Jina AI to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-03

Read URL

Rerank documents

Search web

04-06

Tokenize text

Check fact

Get embeddings

What teams actually run

RAG Pipeline Optimization

Automated Research

Fact Checking

Semantic Auditing

Building your own app? The connector is yours to use.

Jina AI Connector

Claude Desktop

AI Researchers

Knowledge Engineers

Data Scientists

How does this MCP make web content easier for AI to read?

Can I use this with Cursor or VS Code?

What is the difference between searching and reranking?

Do I need to host this myself?

How does the fact-checking work?

How do I find my Jina AI API Key?

What is the difference between Jina Search and Reader?

Can the agent rerank my search results?

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