MCP For Claude Marketplace
MonkeyLearn

MonkeyLearn MCP Connector for Claude

A+

Analyze and extract data from text via MonkeyLearn — sentiment analysis and keyword extraction directly from your AI agent.

10 tools Official Updated Jun 28, 2026 Official Vinkius Partner
More Details Connect to Claude

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

  1. Subscribe to this server
  2. Enter your MonkeyLearn API Key
  3. 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.
natural-language-processingsentiment-analysistext-classificationdata-extractionmachine-learning

10 tools expose this connector's capabilities to your AI agent.

classify_text

Classify text using a model

extract_text

Extract data from text

get_classifier_details

Get classifier metadata

get_extractor_details

Get extractor metadata

list_activity

List account activity

list_classifiers

g., sentiment analysis, topic detection) available in your account. List available classifiers

list_extractors

g., keyword extraction, entity recognition) available in your account. List available extractors

list_pipelines

List MonkeyLearn pipelines

list_tag_trees

List available tag trees

list_workflows

List automated workflows

See how to talk to your AI agent using MonkeyLearn.

Classify the sentiment of this review: 'The product exceeded all my expectations, truly amazing!' using model cl_oZ9GRg8P.

I've analyzed the text. The classifier cl_oZ9GRg8P identified the sentiment as 'Positive' with a confidence score of 98.5%.

List all classifiers available in my account.

Retrieving your classifiers... I found 4 models: 'Sentiment Analysis' (cl_oZ9GRg8P), 'Topic Detection' (cl_piuz8L9), 'Support Ticket Classifier', and 'Email Intent'. Would you like to check the details for any of these?

Show me my recent processing activity.

I've fetched your account activity. In the last 24 hours, you've made 156 API calls across 3 different models, mostly using the 'Sentiment Analysis' classifier. You have plenty of credits remaining for the current period.

Log in to MonkeyLearn and go to your API Settings page. You'll find your personal API Key there.

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