generated: '2026-06-20'
method: derived
status: candidate
source: Derived from openapi/amazon-comprehend-openapi.yml operations (84). No official Amazon Comprehend
  MCP server found in awslabs/mcp or MCP registries as of 2026-06-20.
server:
  name: amazon-comprehend
  transport: stdio
  note: Candidate only; no first-party hosted MCP endpoint published. AWS ships general-purpose servers
    at github.com/awslabs/mcp, none Comprehend-specific.
tools:
- name: batch_detect_dominant_language
  description: Determines the dominant language of the input text for a batch of documents. For a list
    of languages that Amazon Comprehend can detect, see
  source_operation: openapi/amazon-comprehend-openapi.yml#BatchDetectDominantLanguage
- name: batch_detect_entities
  description: Inspects the text of a batch of documents for named entities and returns information about
    them. For more information about named entities,
  source_operation: openapi/amazon-comprehend-openapi.yml#BatchDetectEntities
- name: batch_detect_key_phrases
  description: Detects the key noun phrases found in a batch of documents.
  source_operation: openapi/amazon-comprehend-openapi.yml#BatchDetectKeyPhrases
- name: batch_detect_sentiment
  description: Inspects a batch of documents and returns an inference of the prevailing sentiment, POSITIVE,
    NEUTRAL, MIXED
  source_operation: openapi/amazon-comprehend-openapi.yml#BatchDetectSentiment
- name: batch_detect_syntax
  description: Inspects the text of a batch of documents for the syntax and part of speech of the words
    in the document and returns information about them.
  source_operation: openapi/amazon-comprehend-openapi.yml#BatchDetectSyntax
- name: batch_detect_targeted_sentiment
  description: Inspects a batch of documents and returns a sentiment analysis for each entity identified
    in the documents. For more information a
  source_operation: openapi/amazon-comprehend-openapi.yml#BatchDetectTargetedSentiment
- name: classify_document
  description: Creates a new document classification request to analyze a single document in real-time,
    using a previously created and trained custom mo
  source_operation: openapi/amazon-comprehend-openapi.yml#ClassifyDocument
- name: contains_pii_entities
  description: Analyzes input text for the presence of personally identifiable information (PII) and returns
    the labels of identified PII entity types such
  source_operation: openapi/amazon-comprehend-openapi.yml#ContainsPiiEntities
- name: create_dataset
  description: Creates a dataset to upload training or test data for a model associated with a flywheel.
    For more information about datasets, see <a href="
  source_operation: openapi/amazon-comprehend-openapi.yml#CreateDataset
- name: create_document_classifier
  description: Creates a new document classifier that you can use to categorize documents. To create a
    classifier, you provide a set of training documents
  source_operation: openapi/amazon-comprehend-openapi.yml#CreateDocumentClassifier
- name: create_endpoint
  description: Creates a model-specific endpoint for synchronous inference for a previously trained custom
    model For information about endpoints, see <a hr
  source_operation: openapi/amazon-comprehend-openapi.yml#CreateEndpoint
- name: create_entity_recognizer
  description: Creates an entity recognizer using submitted files. After your CreateEntityRecognizer request
    is submitted, you can check job s
  source_operation: openapi/amazon-comprehend-openapi.yml#CreateEntityRecognizer
- name: create_flywheel
  description: A flywheel is an Amazon Web Services resource that orchestrates the ongoing training of
    a model for custom classification or custom entit
  source_operation: openapi/amazon-comprehend-openapi.yml#CreateFlywheel
- name: delete_document_classifier
  description: Deletes a previously created document classifier Only those classifiers that are in terminated
    states (IN_ERROR, TRAINED) will be
  source_operation: openapi/amazon-comprehend-openapi.yml#DeleteDocumentClassifier
- name: delete_endpoint
  description: Deletes a model-specific endpoint for a previously-trained custom model. All endpoints
    must be deleted in order for the model to be deleted.
  source_operation: openapi/amazon-comprehend-openapi.yml#DeleteEndpoint
- name: delete_entity_recognizer
  description: Deletes an entity recognizer. Only those recognizers that are in terminated states (IN_ERROR,
    TRAINED) will be deleted. If an acti
  source_operation: openapi/amazon-comprehend-openapi.yml#DeleteEntityRecognizer
- name: delete_flywheel
  description: Deletes a flywheel. When you delete the flywheel, Amazon Comprehend does not delete the
    data lake or the model associated with the flywhe
  source_operation: openapi/amazon-comprehend-openapi.yml#DeleteFlywheel
- name: delete_resource_policy
  description: Deletes a resource-based policy that is attached to a custom model.
  source_operation: openapi/amazon-comprehend-openapi.yml#DeleteResourcePolicy
- name: describe_dataset
  description: Returns information about the dataset that you specify. For more information about datasets,
    see <a href="https://docs.aws.amazon.com/compre
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeDataset
- name: describe_document_classification_job
  description: Gets the properties associated with a document classification job. Use this operation to
    get the status of a classification job.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeDocumentClassificationJob
- name: describe_document_classifier
  description: Gets the properties associated with a document classifier.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeDocumentClassifier
- name: describe_dominant_language_detection_job
  description: Gets the properties associated with a dominant language detection job. Use this operation
    to get the status of a detection job.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeDominantLanguageDetectionJob
- name: describe_endpoint
  description: Gets the properties associated with a specific endpoint. Use this operation to get the
    status of an endpoint. For information about endpoint
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeEndpoint
- name: describe_entities_detection_job
  description: Gets the properties associated with an entities detection job. Use this operation to get
    the status of a detection job.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeEntitiesDetectionJob
- name: describe_entity_recognizer
  description: Provides details about an entity recognizer including status, S3 buckets containing training
    data, recognizer metadata, metrics, and so on.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeEntityRecognizer
- name: describe_events_detection_job
  description: Gets the status and details of an events detection job.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeEventsDetectionJob
- name: describe_flywheel
  description: Provides configuration information about the flywheel. For more information about flywheels,
    see <a href="https://docs.aws.amazon.com/compre
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeFlywheel
- name: describe_flywheel_iteration
  description: Retrieve the configuration properties of a flywheel iteration. For more information about
    flywheels, see <a href="https://docs.aws.amazon.co
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeFlywheelIteration
- name: describe_key_phrases_detection_job
  description: Gets the properties associated with a key phrases detection job. Use this operation to
    get the status of a detection job.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeKeyPhrasesDetectionJob
- name: describe_pii_entities_detection_job
  description: Gets the properties associated with a PII entities detection job. For example, you can
    use this operation to get the job status.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribePiiEntitiesDetectionJob
- name: describe_resource_policy
  description: Gets the details of a resource-based policy that is attached to a custom model, including
    the JSON body of the policy.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeResourcePolicy
- name: describe_sentiment_detection_job
  description: Gets the properties associated with a sentiment detection job. Use this operation to get
    the status of a detection job.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeSentimentDetectionJob
- name: describe_targeted_sentiment_detection_job
  description: Gets the properties associated with a targeted sentiment detection job. Use this operation
    to get the status of the job.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeTargetedSentimentDetectionJob
- name: describe_topics_detection_job
  description: Gets the properties associated with a topic detection job. Use this operation to get the
    status of a detection job.
  source_operation: openapi/amazon-comprehend-openapi.yml#DescribeTopicsDetectionJob
- name: detect_dominant_language
  description: Determines the dominant language of the input text. For a list of languages that Amazon
    Comprehend can detect, see <a href="https://docs.aws
  source_operation: openapi/amazon-comprehend-openapi.yml#DetectDominantLanguage
- name: detect_entities
  description: Detects named entities in input text when you use the pre-trained model. Detects custom
    entities if you have a custom entity recognition
  source_operation: openapi/amazon-comprehend-openapi.yml#DetectEntities
- name: detect_key_phrases
  description: Detects the key noun phrases found in the text.
  source_operation: openapi/amazon-comprehend-openapi.yml#DetectKeyPhrases
- name: detect_pii_entities
  description: Inspects the input text for entities that contain personally identifiable information (PII)
    and returns information about them.
  source_operation: openapi/amazon-comprehend-openapi.yml#DetectPiiEntities
- name: detect_sentiment
  description: Inspects text and returns an inference of the prevailing sentiment (POSITIVE, NEUTRAL,
    MIXED, or <cod
  source_operation: openapi/amazon-comprehend-openapi.yml#DetectSentiment
- name: detect_syntax
  description: Inspects text for syntax and the part of speech of words in the document. For more information,
    see <a href="https://docs.aws.amazon.com/com
  source_operation: openapi/amazon-comprehend-openapi.yml#DetectSyntax
- name: detect_targeted_sentiment
  description: Inspects the input text and returns a sentiment analysis for each entity identified in
    the text. For more information about target
  source_operation: openapi/amazon-comprehend-openapi.yml#DetectTargetedSentiment
- name: import_model
  description: Creates a new custom model that replicates a source custom model that you import. The source
    model can be in your Amazon Web Services acc
  source_operation: openapi/amazon-comprehend-openapi.yml#ImportModel
- name: list_datasets
  description: List the datasets that you have configured in this Region. For more information about datasets,
    see <a href="https://docs.aws.amazon.com/com
  source_operation: openapi/amazon-comprehend-openapi.yml#ListDatasets
- name: list_document_classification_jobs
  description: Gets a list of the documentation classification jobs that you have submitted.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListDocumentClassificationJobs
- name: list_document_classifier_summaries
  description: Gets a list of summaries of the document classifiers that you have created
  source_operation: openapi/amazon-comprehend-openapi.yml#ListDocumentClassifierSummaries
- name: list_document_classifiers
  description: Gets a list of the document classifiers that you have created.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListDocumentClassifiers
- name: list_dominant_language_detection_jobs
  description: Gets a list of the dominant language detection jobs that you have submitted.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListDominantLanguageDetectionJobs
- name: list_endpoints
  description: Gets a list of all existing endpoints that you've created. For information about endpoints,
    see <a href="https://docs.aws.amazon.com/compreh
  source_operation: openapi/amazon-comprehend-openapi.yml#ListEndpoints
- name: list_entities_detection_jobs
  description: Gets a list of the entity detection jobs that you have submitted.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListEntitiesDetectionJobs
- name: list_entity_recognizer_summaries
  description: Gets a list of summaries for the entity recognizers that you have created.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListEntityRecognizerSummaries
- name: list_entity_recognizers
  description: Gets a list of the properties of all entity recognizers that you created, including recognizers
    currently in training. Allows you to filt
  source_operation: openapi/amazon-comprehend-openapi.yml#ListEntityRecognizers
- name: list_events_detection_jobs
  description: Gets a list of the events detection jobs that you have submitted.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListEventsDetectionJobs
- name: list_flywheel_iteration_history
  description: Information about the history of a flywheel iteration. For more information about flywheels,
    see <a href="https://docs.aws.amazon.com/compre
  source_operation: openapi/amazon-comprehend-openapi.yml#ListFlywheelIterationHistory
- name: list_flywheels
  description: Gets a list of the flywheels that you have created.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListFlywheels
- name: list_key_phrases_detection_jobs
  description: Get a list of key phrase detection jobs that you have submitted.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListKeyPhrasesDetectionJobs
- name: list_pii_entities_detection_jobs
  description: Gets a list of the PII entity detection jobs that you have submitted.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListPiiEntitiesDetectionJobs
- name: list_sentiment_detection_jobs
  description: Gets a list of sentiment detection jobs that you have submitted.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListSentimentDetectionJobs
- name: list_tags_for_resource
  description: Lists all tags associated with a given Amazon Comprehend resource.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListTagsForResource
- name: list_targeted_sentiment_detection_jobs
  description: Gets a list of targeted sentiment detection jobs that you have submitted.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListTargetedSentimentDetectionJobs
- name: list_topics_detection_jobs
  description: Gets a list of the topic detection jobs that you have submitted.
  source_operation: openapi/amazon-comprehend-openapi.yml#ListTopicsDetectionJobs
- name: put_resource_policy
  description: Attaches a resource-based policy to a custom model. You can use this policy to authorize
    an entity in another Amazon Web Services account to
  source_operation: openapi/amazon-comprehend-openapi.yml#PutResourcePolicy
- name: start_document_classification_job
  description: Starts an asynchronous document classification job. Use the DescribeDocumentClassificationJob
    operation to track the progress o
  source_operation: openapi/amazon-comprehend-openapi.yml#StartDocumentClassificationJob
- name: start_dominant_language_detection_job
  description: Starts an asynchronous dominant language detection job for a collection of documents. Use
    the operation to track the status of a job.
  source_operation: openapi/amazon-comprehend-openapi.yml#StartDominantLanguageDetectionJob
- name: start_entities_detection_job
  description: Starts an asynchronous entity detection job for a collection of documents. Use the operation
    to track the status of a job. This AP
  source_operation: openapi/amazon-comprehend-openapi.yml#StartEntitiesDetectionJob
- name: start_events_detection_job
  description: Starts an asynchronous event detection job for a collection of documents.
  source_operation: openapi/amazon-comprehend-openapi.yml#StartEventsDetectionJob
- name: start_flywheel_iteration
  description: Start the flywheel iteration.This operation uses any new datasets to train a new model
    version. For more information about flywheels, see <a
  source_operation: openapi/amazon-comprehend-openapi.yml#StartFlywheelIteration
- name: start_key_phrases_detection_job
  description: Starts an asynchronous key phrase detection job for a collection of documents. Use the
    operation to track the status of a job.
  source_operation: openapi/amazon-comprehend-openapi.yml#StartKeyPhrasesDetectionJob
- name: start_pii_entities_detection_job
  description: Starts an asynchronous PII entity detection job for a collection of documents.
  source_operation: openapi/amazon-comprehend-openapi.yml#StartPiiEntitiesDetectionJob
- name: start_sentiment_detection_job
  description: Starts an asynchronous sentiment detection job for a collection of documents. Use the operation
    to track the status of a job.
  source_operation: openapi/amazon-comprehend-openapi.yml#StartSentimentDetectionJob
- name: start_targeted_sentiment_detection_job
  description: Starts an asynchronous targeted sentiment detection job for a collection of documents.
    Use the DescribeTargetedSentimentDetectionJob</
  source_operation: openapi/amazon-comprehend-openapi.yml#StartTargetedSentimentDetectionJob
- name: start_topics_detection_job
  description: Starts an asynchronous topic detection job. Use the DescribeTopicDetectionJob operation
    to track the status of a job.
  source_operation: openapi/amazon-comprehend-openapi.yml#StartTopicsDetectionJob
- name: stop_dominant_language_detection_job
  description: Stops a dominant language detection job in progress. If the job state is IN_PROGRESS the
    job is marked for terminatio
  source_operation: openapi/amazon-comprehend-openapi.yml#StopDominantLanguageDetectionJob
- name: stop_entities_detection_job
  description: Stops an entities detection job in progress. If the job state is IN_PROGRESS the job is
    marked for termination and pu
  source_operation: openapi/amazon-comprehend-openapi.yml#StopEntitiesDetectionJob
- name: stop_events_detection_job
  description: Stops an events detection job in progress.
  source_operation: openapi/amazon-comprehend-openapi.yml#StopEventsDetectionJob
- name: stop_key_phrases_detection_job
  description: Stops a key phrases detection job in progress. If the job state is IN_PROGRESS the job
    is marked for termination and
  source_operation: openapi/amazon-comprehend-openapi.yml#StopKeyPhrasesDetectionJob
- name: stop_pii_entities_detection_job
  description: Stops a PII entities detection job in progress.
  source_operation: openapi/amazon-comprehend-openapi.yml#StopPiiEntitiesDetectionJob
- name: stop_sentiment_detection_job
  description: Stops a sentiment detection job in progress. If the job state is IN_PROGRESS, the job is
    marked for termination and p
  source_operation: openapi/amazon-comprehend-openapi.yml#StopSentimentDetectionJob
- name: stop_targeted_sentiment_detection_job
  description: Stops a targeted sentiment detection job in progress. If the job state is IN_PROGRESS,
    the job is marked for terminat
  source_operation: openapi/amazon-comprehend-openapi.yml#StopTargetedSentimentDetectionJob
- name: stop_training_document_classifier
  description: Stops a document classifier training job while in progress. If the training job state is
    TRAINING, the job is marked
  source_operation: openapi/amazon-comprehend-openapi.yml#StopTrainingDocumentClassifier
- name: stop_training_entity_recognizer
  description: Stops an entity recognizer training job while in progress. If the training job state is
    TRAINING, the job is marked f
  source_operation: openapi/amazon-comprehend-openapi.yml#StopTrainingEntityRecognizer
- name: tag_resource
  description: Associates a specific tag with an Amazon Comprehend resource. A tag is a key-value pair
    that adds as a metadata to a resource used by Amazon
  source_operation: openapi/amazon-comprehend-openapi.yml#TagResource
- name: untag_resource
  description: Removes a specific tag associated with an Amazon Comprehend resource.
  source_operation: openapi/amazon-comprehend-openapi.yml#UntagResource
- name: update_endpoint
  description: Updates information about the specified endpoint. For information about endpoints, see
    <a href="https://docs.aws.amazon.com/comprehend/lates
  source_operation: openapi/amazon-comprehend-openapi.yml#UpdateEndpoint
- name: update_flywheel
  description: Update the configuration information for an existing flywheel.
  source_operation: openapi/amazon-comprehend-openapi.yml#UpdateFlywheel