Connection check
local install
molecare-mcp
Educational dermatology knowledge and lesion tooling. No credentials needed. Not a medical device.
Tools
53
GitHub stars
4
Installs / wk
535
Licence
Apache-2.0
Transport
stdio
Last checked
never
Tools & capabilities
53 toolsRead from the published package source — this server runs locally, so there is no endpoint to query. Names are taken from the code, not observed at runtime, and descriptions are often absent.
assess_risk_from_factors
from source
Calculate risk assessment based on a list of risk factors. Returns combined relative risk and recommendations. Calculate risk assessment based on a list of risk factors. Returns combined relative risk and recommendations.
check_server_health
from source
Check if the molecare-server application is responding on an EC2 instance by hitting its health endpoint. Check if the molecare-server application is responding on an EC2 instance by hitting its health endpoint.
classify_lesion_features
from source
Classify a lesion based on its ABCDE features. Returns possible conditions, risk level, and recommendations. Use this to help interpret mole analysis results. Classify a lesion based on its ABCDE features. Returns possible conditions, risk level, and recommendations. Use this to help interpret mole analysis results.
clear_cache
from source
Clear the MCP server Clear the MCP server
compare_model_runs
from source
Compare metrics between multiple MLflow runs to evaluate model performance. Compare metrics between multiple MLflow runs to evaluate model performance.
compare_moles
from source
Compare two mole images to identify changes. Use this when a user asks about changes between photos. Compare two mole images to identify changes. Use this when a user asks about changes between photos.
get_all_apps_status
from source
Get status of all MoleCare applications (web, mobile API, iOS app, Android app) in one call. Get status of all MoleCare applications (web, mobile API, iOS app, Android app) in one call.
get_app_errors
from source
Get recent application errors including error messages, endpoints, status codes, and occurrence counts. Get recent application errors including error messages, endpoints, status codes, and occurrence counts.
get_app_metrics
from source
Get application metrics including request counts, error rates, response times, and active users. Get application metrics including request counts, error rates, response times, and active users.
get_app_status
from source
Get status of all MoleCare applications including web app, mobile API, backend, and ML serving. Use this to check overall system health. Get status of all MoleCare applications including web app, mobile API, backend, and ML serving. Use this to check overall system health.
get_app_store_status
from source
get_app_versions
from source
get_backup_history
from source
get_condition_progression
from source
Get information about how a skin condition can progress. Shows potential progression paths (e.g., dysplastic nevus to melanoma). Get information about how a skin condition can progress. Shows potential progression paths (e.g., dysplastic nevus to melanoma).
get_condition_risk_factors
from source
Get risk factors associated with a specific condition. Returns factors like family history, skin type, UV exposure. Get risk factors associated with a specific condition. Returns factors like family history, skin type, UV exposure.
get_connection_pools
from source
get_database_metrics
from source
get_database_status
from source
Get status of all databases including PostgreSQL and Redis instances with connection pools and latency. Get status of all databases including PostgreSQL and Redis instances with connection pools and latency.
get_deployments
from source
Get status of Kubernetes deployments across namespaces. Shows replica counts, images, and health status. Get status of Kubernetes deployments across namespaces. Shows replica counts, images, and health status.
get_deployment_status
from source
Get current deployment status for staging and production environments. Get current deployment status for staging and production environments.
get_ec2_health
from source
Get AWS health check status for EC2 instances including instance and system status checks. Get AWS health check status for EC2 instances including instance and system status checks.
get_ec2_instance
from source
Get detailed information about a specific EC2 instance by its instance ID. Get detailed information about a specific EC2 instance by its instance ID.
get_ec2_instances
from source
Get all MoleCare EC2 instances with their current state, IP addresses, and instance types. Use this to see all running servers. Get all MoleCare EC2 instances with their current state, IP addresses, and instance types. Use this to see all running servers.
get_ec2_metrics
from source
Get CloudWatch metrics (CPU, network) for an EC2 instance over a specified time period. Get CloudWatch metrics (CPU, network) for an EC2 instance over a specified time period.
get_feature_freshness
from source
Get freshness status of all feature views showing last materialization time and staleness. Get freshness status of all feature views showing last materialization time and staleness.
get_feature_store_stats
from source
Get overall statistics about the Feast feature store including counts and store types. Get overall statistics about the Feast feature store including counts and store types.
get_feature_view_details
from source
Get detailed information about a specific feature view. Get detailed information about a specific feature view.
get_feature_views
from source
List all Feast feature views with their entities, features, and data sources. List all Feast feature views with their entities, features, and data sources.
get_kubernetes_status
from source
Get Kubernetes cluster status including nodes, namespaces, deployments, and pod health. Get Kubernetes cluster status including nodes, namespaces, deployments, and pod health.
get_malignant_conditions
from source
Get a list of all malignant skin conditions in the ontology. Use for educational purposes about skin cancers. Get a list of all malignant skin conditions in the ontology. Use for educational purposes about skin cancers.
get_mlflow_experiments
from source
List all MLflow experiments with their status and last update time. List all MLflow experiments with their status and last update time.
get_mlflow_runs
from source
Get MLflow runs for an experiment with metrics, parameters, and status. Get MLflow runs for an experiment with metrics, parameters, and status.
get_mobile_api_status
from source
Get the current status of the MoleCare mobile API backend including health, version, and response time. Get the current status of the MoleCare mobile API backend including health, version, and response time.
get_model_version
from source
Get details of a specific model version including stage, metrics, and run info. Get details of a specific model version including stage, metrics, and run info.
get_mole_analysis
from source
Get detailed ML analysis results for a specific mole including ABCDE scores (Asymmetry, Border, Color, Diameter, Evolution). Use this to explain analysis results to users. Get detailed ML analysis results for a specific mole including ABCDE scores (Asymmetry, Border, Color, Diameter, Evolution). Use this to explain analysis results to users.
get_mole_changes
from source
Get the change history for a mole over time, including size changes, color changes, and trend analysis. Use this to explain how a mole has evolved. Get the change history for a mole over time, including size changes, color changes, and trend analysis. Use this to explain how a mole has evolved.
get_online_features
from source
Retrieve online features for an entity from Feast feature store. Retrieve online features for an entity from Feast feature store.
get_pipeline_runs
from source
Get recent CI/CD pipeline runs from GitHub Actions. Shows build status, duration, and triggered by. Get recent CI/CD pipeline runs from GitHub Actions. Shows build status, duration, and triggered by.
get_pipeline_summary
from source
Get summary statistics for CI/CD pipelines including success rate, average duration, and failure count. Get summary statistics for CI/CD pipelines including success rate, average duration, and failure count.
get_registered_models
from source
List all registered ML models in MLflow model registry with versions and stages. List all registered ML models in MLflow model registry with versions and stages.
get_releases
from source
Get recent releases with version info, release notes, and assets. Get recent releases with version info, release notes, and assets.
get_service_health
from source
Get health status of all backend services including databases, cache, storage, auth, and external dependencies. Get health status of all backend services including databases, cache, storage, auth, and external dependencies.
get_slow_queries
from source
get_system_health
from source
Get comprehensive health status of all MCP backend services. Use this to check if services are available before making other calls. Get comprehensive health status of all MCP backend services. Use this to check if services are available before making other calls.
get_table_stats
from source
get_training_runs
from source
Get Metaflow ML training pipeline runs. Shows training status, parameters, and duration. Get Metaflow ML training pipeline runs. Shows training status, parameters, and duration.
get_user_moles
from source
Get all moles for a user with their current risk levels and last analysis dates. Use this to understand a user Get all moles for a user with their current risk levels and last analysis dates. Use this to understand a user
get_user_risk_factors
from source
Get a user Get a user
get_web_app_status
from source
Get the current status of the MoleCare web application including health, version, response time, and uptime. Get the current status of the MoleCare web application including health, version, response time, and uptime.
lookup_medical_concept
from source
Look up a medical concept by SNOMED CT code. Returns detailed information about skin conditions including severity and category. Use this to provide accurate medical terminology. Look up a medical concept by SNOMED CT code. Returns detailed information about skin conditions including severity and category. Use this to provide accurate medical terminology.
map_snomed_to_icd10
from source
Map a SNOMED CT code to ICD-10 diagnosis codes. Useful for understanding official diagnosis classifications. Map a SNOMED CT code to ICD-10 diagnosis codes. Useful for understanding official diagnosis classifications.
search_medical_concepts
from source
Search for medical concepts by name or description. Returns matching SNOMED CT concepts for dermatology conditions. Search for medical concepts by name or description. Returns matching SNOMED CT concepts for dermatology conditions.
search_medical_info
from source