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mlei06

Elasticsearch MCP (VSee Fork)

by mlei06

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
ELASTIC_NODENoElasticsearch URL
ELASTIC_API_KEYNoElasticsearch API key
ELASTIC_CLOUD_IDNoElastic Cloud deployment ID
ELASTIC_PASSWORDNoBasic auth password
ELASTIC_USERNAMENoBasic auth username
NODE_TLS_REJECT_UNAUTHORIZEDNoDisable TLS verification (for self-signed certs)0

Tools

Functions exposed to the LLM to take actions

NameDescription
get_index_fields

Get all fields from an Elasticsearch index with optional filtering by field name and type. Use this tool when you need to discover available fields, their types, and correct field names before constructing queries. This is especially useful when unsure about field names or when looking for fields with specific types (e.g., keyword fields for exact matches or text fields for full-text search). ⚠️ IMPORTANT: Do NOT specify the index parameter unless the user explicitly requests fields from a different index. The tool defaults to "stats-*" which covers all standard indices. Only include the index parameter if the user specifically mentions a different index name.

top_change

Find top N accounts or groups with highest visit/usage increase or decrease between two consecutive time periods. Returns items ranked by change with current period count, previous period count, absolute change, and percentage change. The previous period is automatically calculated to match the duration of the current period, ending where the current period starts. Supports filtering by subscription tier.

get_subscription_breakdown

Compare subscription tiers (Enterprise, Premium, FVC, BVC, Plus) across a time period. Always returns metrics grouped by subscription tier with per-tier breakdown (visits, accounts, providers, patients, ratings, call duration) plus totals.

get_platform_breakdown

Get breakdown of top N platforms or platform versions by usage over a time period, can optionally be filtered by account or group. Supports both provider and patient roles. Returns top N items (default 10) plus "Other" category if needed, with metrics per item including visit counts, unique accounts/providers/patients, ratings, and call duration.

get_rating_distribution

Get rating distribution (histogram) for provider and/or patient ratings over a time period. Returns rating buckets with counts and percentages, plus statistics (average, min, max, total count). Supports grouping by subscription, account, or group for comparative analysis.

get_visit_trends

Get visit/usage count trends over time (daily, weekly, or monthly intervals) with optional grouping by subscription, account, or group. Returns time series data points with visit counts and unique counts (accounts, providers, patients) per period.

get_usage_summary

Get usage summary for a time period, can optionally be filtered by account, group, or subscription. Returns visits, unique counts, ratings, call duration plus distribution breakdowns (subscription tiers, provider platforms, patient platforms).

find_entities_by_metric

Find groups or accounts filtered by metrics. Supports single metric (legacy) or multiple metrics (recommended). Available metrics: account_count (groups only), visit_count, provider_rating, patient_rating, avg_call_duration, unique_providers, unique_patients, provider_rating_count, patient_rating_count. Can filter accounts by group. Returns entities matching ALL criteria with their metric values.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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