Bring Natural Language Processing
to Vercel AI SDK
Create your Vinkius account to connect MonkeyLearn to Vercel AI SDK and start using all 10 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 MonkeyLearn MCP Server?
Connect your MonkeyLearn account to your AI agent and leverage powerful NLP models for text analysis and data extraction through natural conversation.
What you can do
- Text Classification — Use pre-trained or custom classifiers for sentiment analysis, topic detection, and intent classification.
- Data Extraction — Automatically pull keywords, entities, and specific data points from raw text strings.
- Model Discovery — List and inspect all classifiers, extractors, and pipelines available in your account.
- Workflow Tracking — Monitor your automated workflows and processing activity in real-time.
- Tag Hierarchy — Access the tag trees used by your models to understand classification structures.
- Deep Inspection — Fetch detailed configuration and metadata for specific models using their unique IDs.
How it works
- Subscribe to this server
- Enter your MonkeyLearn API Key
- Start analyzing text from Claude, Cursor, or any MCP client
Who is this for?
- Data Scientists — quickly test NLP models on sample text without writing boilerplate code.
- Product Managers — analyze customer feedback or reviews for sentiment and common themes in real-time.
- Content Teams — automate keyword extraction for SEO and tagging directly from the editor.
Built-in capabilities (10)
Classify text using a model
Extract data from text
Get classifier metadata
Get extractor metadata
List account activity
g., sentiment analysis, topic detection) available in your account. List available classifiers
g., keyword extraction, entity recognition) available in your account. List available extractors
List MonkeyLearn pipelines
List available tag trees
List automated workflows
Why Vercel AI SDK?
The Vercel AI SDK gives every MonkeyLearn tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 10 tools through Vinkius and stream results progressively to React, Svelte, or Vue components. works on Edge Functions, Cloudflare Workers, and any Node.js runtime.
- —
TypeScript-first: every MCP tool gets full type inference, IDE autocomplete, and compile-time error checking out of the box
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Framework-agnostic core works with Next.js, Nuxt, SvelteKit, or any Node.js runtime. same MonkeyLearn integration everywhere
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Built-in streaming UI primitives let you display MonkeyLearn tool results progressively in React, Svelte, or Vue components
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Edge-compatible: the AI SDK runs on Vercel Edge Functions, Cloudflare Workers, and other edge runtimes for minimal latency
MonkeyLearn in Vercel AI SDK
Why run MonkeyLearn with Vinkius?
The MonkeyLearn 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 10 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 MonkeyLearn using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
MonkeyLearn and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect MonkeyLearn to Vercel AI SDK 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
MonkeyLearn for Vercel AI SDK
Every request between Vercel AI SDK and MonkeyLearn 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
Where do I find my MonkeyLearn API Key?
Log in to MonkeyLearn and go to your API Settings page. You'll find your personal API Key there.
Can I use custom models I've trained myself?
Yes! The classify_text and extract_text tools work with both pre-trained models and any custom models you have created in your account. Just provide the specific Model ID.
What is a Pipeline in MonkeyLearn?
Pipelines allow you to chain multiple processing steps together (e.g., classification followed by extraction). You can use the list_pipelines tool to see what's available in your account.
How does the Vercel AI SDK connect to MCP servers?
Import createMCPClient from @ai-sdk/mcp and pass the server URL. The SDK discovers all tools and provides typed TypeScript interfaces for each one.
Can I use MCP tools in Edge Functions?
Yes. The AI SDK is fully edge-compatible. MCP connections work on Vercel Edge Functions, Cloudflare Workers, and similar runtimes.
Does it support streaming tool results?
Yes. The SDK provides streaming primitives like useChat and streamText that handle tool calls and display results progressively in the UI.
createMCPClient is not a function
Install: npm install @ai-sdk/mcp
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