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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use AI21 Studio with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Give your agent precision text processing capabilities.

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 · 1 capability

The complete AI21 Studio capability set.

These are the exact actions your AI can choose when you ask it to work with AI21 Studio.

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through AI21 Studio.

  1. 01

    Chat completion

    Use models like jamba-1.5-large or jamba-1.5-mini. Messages must be a JSON array of objects with "role" and "content" fields. Generate chat completions using AI21 Jamba models

Observed, not estimated

830ms average. Fast in production.

AI21 Studio is checked daily against the live service.

Daily averagePeak 987ms
Aug 20Today
Fastest day
611ms
Slowest day
987ms
14-day trend
Slowing+26%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 1 capability arrives 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 AI21 Studio, so you can see the experience inside your AI.

It does not authenticate your account with AI21 Studio. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

AI21 Studio Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_WMa28JOwaFReJYak5RqbS43SLWBj7OclFDn8OYFn/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 — AI21 Studio capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai21-studio-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_WMa28JOwaFReJYak5RqbS43SLWBj7OclFDn8OYFn/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

Who it's for

Built for the work AI21 Studio owners hand off.

Content Editors, Developers, and Researchers use this MCP to handle text processing that goes beyond basic AI prompting. It gives your agent the specialized capabilities needed for polished content, structured data extraction, and deep textual analysis.

  • 01

    Content Editors

    Draft rough copy and let your agent apply grammar correction and paraphrasing algorithms for final polish.

  • 02

    Developers

    Generate embeddings and segment strings for advanced text-processing architectures directly into your applications.

  • 03

    Researchers

    Generate robust summaries of enormous walls of text using specialized endpoints rather than generic LLM prompts.

FAQ

Questions AI21 Studio owners ask.

  • 01

    Is this better than just using a generic LLM prompt?

    Yes. This MCP provides specialized endpoints for tasks like summarization and embeddings. These dedicated capabilities are built for specific, high-precision outputs, giving you more reliable results than general chat prompts.

  • 02

    What kind of text styles can I use for paraphrasing?

    You can rewrite text passages into several specific styles. The MCP supports general, casual, formal, long, and short tones, letting you tailor the output exactly to your needs.

  • 03

    Does it handle complex punctuation?

    The text segmentation capability is designed to split text based on complex grammatical boundaries. It correctly ignores false periods, such as those found after abbreviations like 'Dr.' or 'Mr.'.

  • 04

    Do I need to write code to use this?

    No. You connect the MCP once through your AI client (like Claude or Cursor). You then instruct your agent in natural language to use the specific capabilities you need.

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