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Molecare MCP

Educational dermatology knowledge and mole tracking.

Connector by MoleCare · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 4
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/molecare-molecare-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Educational dermatology knowledge and mole tracking. No credentials needed. Not a medical device.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
52 read · 0 write · 1 delete
Secrets
1 (API keys, tokens or passwords)
Install scripts
None found
Runs as
Node.js package

Tools by what they do 53

Read from the source code; the running server may list different tools.

Read 52 · Look things up without changing anything.

  • assess_risk_from_factors
  • check_server_health
  • classify_lesion_features
  • compare_model_runs
  • compare_moles
  • get_all_apps_status
  • get_app_errors
  • get_app_metrics
  • get_app_status
  • get_app_store_status
  • get_app_versions
  • get_backup_history
Show 40 more tools
  • get_condition_progression
  • get_condition_risk_factors
  • get_connection_pools
  • get_database_metrics
  • get_database_status
  • get_deployment_status
  • get_deployments
  • get_ec2_health
  • get_ec2_instance
  • get_ec2_instances
  • get_ec2_metrics
  • get_feature_freshness
  • get_feature_store_stats
  • get_feature_view_details
  • get_feature_views
  • get_kubernetes_status
  • get_malignant_conditions
  • get_mlflow_experiments
  • get_mlflow_runs
  • get_mobile_api_status
  • get_model_version
  • get_mole_analysis
  • get_mole_changes
  • get_online_features
  • get_pipeline_runs
  • get_pipeline_summary
  • get_registered_models
  • get_releases
  • get_service_health
  • get_slow_queries
  • get_system_health
  • get_table_stats
  • get_training_runs
  • get_user_moles
  • get_user_risk_factors
  • get_web_app_status
  • lookup_medical_concept
  • map_snomed_to_icd10
  • search_medical_concepts
  • search_medical_info

Delete 1 · Delete, drop, revoke or wipe things.

  • clear_cache

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • MOLECARE_API_KEY

Other settings (environment variables or headers).

  • LOG_LEVEL
  • MOLECARE_API_URL

Network hosts it talks to 7

  • api.github.com · found in code
  • apps.apple.com · found in code
  • github.com · found in code
  • icd.who.int · found in code
  • molecare.co.uk · found in code
  • play.google.com · found in code
  • tx.fhir.org · found in code

Tools (53)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • assess_risk_from_factorsread-only

    Describe named educational skin-health factors from a list of factor IDs. Does not calculate a risk score or recommend urgency.

  • check_server_health

    Check if the molecare-server application is responding on an EC2 instance by hitting its health endpoint.

  • classify_lesion_featuresread-only

    Describe which ABCDE criteria were supplied for a lesion. Educational only — does not name a condition, assign a risk level, or recommend urgency. Supply at least one of the five features.

  • clear_cache

    Clear the MCP server's internal cache. Use when you need fresh data after known changes.

  • compare_model_runs

    Compare metrics between multiple MLflow runs to evaluate model performance.

  • compare_molesread-only

    Compare two recorded mole photos. Reports observed differences only — not a diagnosis.

  • get_all_apps_status

    Get status of all MoleCare applications (web, mobile API, iOS app, Android app) in one call.

  • get_app_errors

    Get recent application errors including error messages, endpoints, status codes, and occurrence counts.

  • get_app_metrics

    Get application metrics including request counts, error rates, response times, and active users.

  • get_app_status

    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

    Get iOS App Store and Android Play Store status including ratings, reviews, and current live versions.

  • get_app_versions

    Get deployed versions of all MoleCare applications across environments (production, staging).

  • get_backup_history

    Get database backup history including automated and manual backups with their status and sizes.

  • get_condition_progressionread-only

    Get information about how a skin condition can progress. Shows potential progression paths (e.g., dysplastic nevus to melanoma).

  • get_condition_risk_factorsread-only

    Get risk factors associated with a specific condition. Returns factors like family history, skin type, UV exposure.

Show 38 more tools
  • get_connection_pools

    Get connection pool status for all database clients showing active, idle, and waiting connections.

  • get_database_metrics

    Get database performance metrics including query stats, storage usage, cache hit ratios, and deadlocks.

  • get_database_status

    Get status of all databases including PostgreSQL and Redis instances with connection pools and latency.

  • get_deployment_status

    Get current deployment status for staging and production environments.

  • get_deployments

    Get status of Kubernetes deployments across namespaces. Shows replica counts, images, and health status.

  • get_ec2_health

    Get AWS health check status for EC2 instances including instance and system status checks.

  • get_ec2_instance

    Get detailed information about a specific EC2 instance by its instance ID.

  • get_ec2_instances

    Get all MoleCare EC2 instances with their current state, IP addresses, and instance types. Use this to see all running servers.

  • get_ec2_metrics

    Get CloudWatch metrics (CPU, network) for an EC2 instance over a specified time period.

  • get_feature_freshness

    Get freshness status of all feature views showing last materialization time and staleness.

  • get_feature_store_stats

    Get overall statistics about the Feast feature store including counts and store types.

  • get_feature_view_details

    Get detailed information about a specific feature view.

  • get_feature_views

    List all Feast feature views with their entities, features, and data sources.

  • get_kubernetes_status

    Get Kubernetes cluster status including nodes, namespaces, deployments, and pod health.

  • get_malignant_conditionsread-only

    Get a list of all malignant skin conditions in the ontology. Use for educational purposes about skin cancers.

  • get_mlflow_experiments

    List all MLflow experiments with their status and last update time.

  • get_mlflow_runs

    Get MLflow runs for an experiment with metrics, parameters, and status.

  • get_mobile_api_status

    Get the current status of the MoleCare mobile API backend including health, version, and response time.

  • get_model_version

    Get details of a specific model version including stage, metrics, and run info.

  • get_mole_analysisread-only

    Return recorded ABCDE feature measurements for a mole. Educational only — not a diagnosis or risk level.

  • get_mole_changesread-only

    Return recorded appearance changes for a mole over time. Observations only — not a trend verdict.

  • get_online_features

    Retrieve online features for an entity from Feast feature store.

  • get_pipeline_runs

    Get recent CI/CD pipeline runs from GitHub Actions. Shows build status, duration, and triggered by.

  • get_pipeline_summary

    Get summary statistics for CI/CD pipelines including success rate, average duration, and failure count.

  • get_registered_models

    List all registered ML models in MLflow model registry with versions and stages.

  • get_releases

    Get recent releases with version info, release notes, and assets.

  • get_service_health

    Get health status of all backend services including databases, cache, storage, auth, and external dependencies.

  • get_slow_queries

    Get slow database queries that may need optimization, sorted by total execution time.

  • get_system_health

    Get comprehensive health status of all MCP backend services. Use this to check if services are available before making other calls.

  • get_table_stats

    Get statistics for database tables including row counts, sizes, and vacuum/analyze status.

  • get_training_runs

    Get Metaflow ML training pipeline runs. Shows training status, parameters, and duration.

  • get_user_molesread-only

    List a user's recorded moles and last photo dates. Educational records only — not a risk ranking.

  • get_user_risk_factorsread-only

    List named educational skin-health factors on a user profile. Does not calculate a risk score.

  • get_web_app_status

    Get the current status of the MoleCare web application including health, version, response time, and uptime.

  • lookup_medical_conceptread-only

    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_icd10read-only

    Map a SNOMED CT code to ICD-10 diagnosis codes. Useful for understanding official diagnosis classifications.

  • search_medical_conceptsread-only

    Search for medical concepts by name or description. Returns matching SNOMED CT concepts for dermatology conditions.

  • search_medical_inforead-only

    Search the medical knowledge base for skin health information. Use this to provide accurate educational content about skin conditions, ABCDE criteria, and prevention tips.

Signals

Stars
4
Forks
6
Open issues
7
Last commit
Oct 13, 2026 (16 days ago)
Last release
Oct 9, 2026 (20 days ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.MoleCare/molecare-mcp
Version
1.2.0
Auth
API key
Packages
npm molecare-mcp
License
Apache-2.0
Repository
github.com/MoleCare/molecare-mcp
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

Molecare MCP. Agent Mart. https://agentmart.dev/connectors/molecare-molecare-mcp (last updated 2026-10-24)