Amazon Comprehend NLP Analysis
Workflow capability for natural language processing analysis including entity recognition, sentiment analysis, key phrase extraction, language detection, PII detection, and custom text classification. Used by data scientists and application developers to extract insights from unstructured text.
What You Can Do
MCP Tools
detect-entities
Detect named entities (people, places, organizations, dates) in text using Amazon Comprehend.
detect-sentiment
Analyze the sentiment of text (POSITIVE, NEGATIVE, NEUTRAL, or MIXED) using Amazon Comprehend.
detect-key-phrases
Extract key noun phrases from text using Amazon Comprehend.
detect-language
Detect the dominant language of input text using Amazon Comprehend.
detect-syntax
Analyze syntax and parts of speech in text using Amazon Comprehend.
detect-pii
Detect personally identifiable information (PII) entities in text using Amazon Comprehend.
batch-detect-entities
Detect entities in multiple text documents in one batch call.
batch-detect-sentiment
Detect sentiment in multiple text documents in one batch call.
list-classifiers
List custom document classifiers trained in Amazon Comprehend.
describe-classifier
Get properties and status of a specific document classifier.