Bring Llm Integration
to Windsurf
Create your Vinkius account to connect AI21 Studio to Windsurf and start using all 7 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the AI21 Studio MCP Server?
Connect AI21 Studio to your AI agent and unlock access to the powerful Jamba models alongside a suite of highly-specialized linguistic tools. Give your agent the ability to process texts with enterprise-grade precision via natural conversation.
What you can do
- Chat & Instruct — Generate chat completions natively utilizing AI21's advanced Jamba models
- Summarization — Produce accurate and concise summaries of long text payloads instantly
- Paraphrasing — Rewrite text passages into different specific styles (general, casual, formal, long, short)
- Grammar & Spelling — Catch and correct grammatical and spelling errors using AI21's dedicated correction engine
- Text Segmentation — Split continuous text into distinct sentences based on complex grammatical boundaries
- Embeddings — Convert pieces of text into high-dimensional numerical embeddings for RAG workflows
How it works
- Subscribe to this server
- Enter your AI21 Studio API Key
- Let your agent seamlessly invoke these AI tools via Claude, Cursor, or any MCP-compatible client
Who is this for?
- Content Editors — draft rough copy and let the agent apply grammar and paraphrasing algorithms for final polish
- Developers — generate embeddings and segment strings for advanced text-processing architectures directly
- Researchers — generate robust summaries of enormous walls of text using specialized endpoints rather than generic LLM prompts
Built-in capabilities (7)
g., jamba-1.5-large, jamba-1.5-mini) and the conversation messages as a JSON array. Generate chat completions using AI21 Jamba models
Pass a JSON array of texts and specify whether they are for "query" or "document". Generate text embeddings using AI21 Studio embeddings
Perform Grammatical Error Correction (GEC) on text
Available styles: general, casual, formal, long, short. Paraphrase text using AI21 Studio
Segment texts into sentences using AI21 Studio process
Text length must depend on API limits. Summarize long texts using AI21 Studio process
Generate text completions using AI21 Studio models
Why Windsurf?
Windsurf's Cascade agent chains multiple AI21 Studio tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 7 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
- —
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
- —
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
- —
JSON-based configuration means zero code changes: paste a URL, reload, and all 7 tools are immediately available
- —
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
AI21 Studio in Windsurf
Why run AI21 Studio with Vinkius?
The AI21 Studio connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 7 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect AI21 Studio using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
AI21 Studio and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect AI21 Studio to Windsurf through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
AI21 Studio for Windsurf
Every request between Windsurf and AI21 Studio is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Does this support AI21's Jamba models?
Yes. You can invoke the chat completion tool and instruct your agent to use specific model parameters like 'jamba-1.5-large' or 'jamba-1.5-mini' directly to leverage their native SSM-Transformer hybrid architecture.
Why use the specific summarization endpoint instead of a generic prompt?
AI21 has trained dedicated models purely for tasks like summarization and grammatical correction. Using these specialized task endpoints often yields much higher reliability, speed, and fidelity than trying to force a conversational chatbot to do the exact same task.
What languages are supported for grammar corrections?
Currently, AI21's dedicated Grammar and Paraphrase tools perform spectacularly on English, with varying outcomes for other localized languages. It is highly recommended to check their official documentation for the exact status of multi-language support boundaries.
How does Windsurf discover MCP tools?
Windsurf reads the mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.
Can Cascade chain multiple MCP tool calls?
Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.
Does Windsurf support multiple MCP servers?
Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.
Server not connecting
Check Settings → MCP for the server status. Try toggling it off and on.
Explore More MCP Servers
View all →
TheCocktailDB
5 toolsSearch cocktail recipes by name, ingredient, or category — with full mixing instructions, measurements, glass type, and cocktail images.
Dailymotion
10 toolsManage video hosting via Dailymotion — upload and publish videos, track view counts, manage playlists, and search public content directly from any AI agent.
Snipcart
9 toolsConnect your headless e-commerce store to your AI. List orders, update fulfillment statuses, and manage customers seamlessly from your environment.
HrFlow.ai
10 toolsAI-powered talent acquisition API for parsing, matching, and reasoning.