• AUTOMATION
  • INVENTORY
  • VERSIONING
  • HUMAN

How to run complex NLP workflows with your AI

Connect your MonkeyLearn Studio pipelines to your AI client. Once linked, you can trigger specific machine learning tasks through chat.

Ask AI about this page

Short answer

How can I trigger MonkeyLearn workflows from my AI?

You can call any pipeline you've built in MonkeyLearn Studio by asking your agent to run it. It identifies the right workflow and sends your text through the pipeline to get structured results. You'll see the processed data right in your chat.

The results you get.

Where your data goes.

Your agent acts as the bridge between your chat and your machine learning models.

AUTOMATION

Run custom pipelines

Your agent triggers specific machine learning workflows you built in Studio. It sends the text and brings back the extracted insights.

INVENTORY

Find your workflows

The AI looks through your MonkeyLearn account to see which NLP models are available. This lets you pick the right tool for the job without leaving the chat.

VERSIONING

Check model versions

You can verify which version of a model is currently active. This ensures your AI is using the specific logic you intended.

HUMAN

Review the output

The AI presents the structured data it receives. You decide if the sentiment, entities, or categories are accurate enough for your needs.

The workflow

What your AI does when <the thing arrives>.

The AI handles the communication with the MonkeyLearn API.

  1. Identify the task

    The AI looks at your request and checks your available MonkeyLearn tools to find a match.

    list_nlp_workflows

  2. Verify the model

    If you need a specific version of a model, the AI checks the available versions to ensure accuracy.

    list_model_versions

  3. Execute the pipeline

    The AI sends your text to the selected workflow to perform the machine learning analysis.

    run_workflow

  4. Deliver results

    The processed data is returned to the chat interface as plain text or structured information.

    run_workflow

Try it

Copy these to start.

Use these prompts to kick off your first NLP task.

Starting points

Replace the bracketed text with your actual workflow names or specific text snippets.

MonkeyLearn Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_cjNrQPTPb2dGyXsgNWrkuHpvGkEq1lXSllJz11sl/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 — MonkeyLearn capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "monkeylearn-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_cjNrQPTPb2dGyXsgNWrkuHpvGkEq1lXSllJz11sl/mcp"
    }
  }
}
Copy into chat04

  • Run my 'Sentiment Analysis' workflow on this customer email: [paste email text]

  • List all my available NLP workflows in MonkeyLearn.

  • Run the 'Entity Extraction' pipeline on this product review: [paste review]

  • Which version of the 'Topic Classifier' model is currently active?

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect MonkeyLearn once, then ask.

Just link your account once. Your credentials stay encrypted and secure, and you can start running workflows immediately.

Connect MonkeyLearn to your AI

FAQ

How this task behaves.

  • 01

    Can the AI create new workflows in MonkeyLearn Studio?

    No. The AI can only trigger, list, or check versions of workflows you have already created manually in the Studio.

  • 02

    Can the AI delete my existing models?

    No. This Connector does not have the ability to delete or modify your workflows or model settings.

  • 03

    Do I need to use the MonkeyLearn website to see results?

    No. Once the workflow runs, the AI brings the results directly into your chat interface.

  • 04

    Can the AI run a workflow on a whole Google Sheet?

    No. The AI runs workflows on the specific text you provide in the chat. You would need to feed the text to the AI first.

  • 05

    How does the AI know which workflow to use?

    It looks at your command and compares it against the list of workflows it finds in your account.

  • More questions about MonkeyLearn? See everything the MonkeyLearn Connector can do

Connect MonkeyLearn to Claude, Cursor, ChatGPT & more