prometheus

prometheus

Query and visualize Prometheus metrics from Kubernetes clusters using PromQL. Supports instant and time-series data, grouping by labels, and customized units for Recharts integration.

Instructions

Query Prometheus metrics from a specific cluster and format the results for Recharts visualization.

Input Schema

Name	Required	Description	Default
`cluster`	No	The target cluster name. Defaults to the hub cluster.
`data_type`	No	Type of query: 'snapshot' for instant or 'range' for time-series.	snapshot
`end`	No	(Only for data_type='range') End time in ISO 8601 format. Defaults to now if not provided.
`group_by`	No	Label to group results by, such as 'pod' or 'namespace'.	pod
`ql`	Yes	The PromQL query string to run against the Prometheus server.
`start`	No	(Only for data_type='range') Start time in ISO 8601 format, e.g., '2025-06-06T00:00:00Z'.
`step`	No	(Only for data_type='range') Query resolution step (e.g., '30s', '5m', '1h').	5m
`unit`	No	The desired output unit: 'auto', 'bytes', 'MiB', 'GiB', 'cores', or 'millicores'.	auto

Input Schema (JSON Schema)

{
  "properties": {
    "cluster": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "The target cluster name. Defaults to the hub cluster.",
      "title": "Cluster"
    },
    "data_type": {
      "default": "snapshot",
      "description": "Type of query: 'snapshot' for instant or 'range' for time-series.",
      "title": "Data Type",
      "type": "string"
    },
    "end": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "(Only for data_type='range') End time in ISO 8601 format. Defaults to now if not provided.",
      "title": "End"
    },
    "group_by": {
      "default": "pod",
      "description": "Label to group results by, such as 'pod' or 'namespace'.",
      "title": "Group By",
      "type": "string"
    },
    "ql": {
      "description": "The PromQL query string to run against the Prometheus server.",
      "title": "Ql",
      "type": "string"
    },
    "start": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "(Only for data_type='range') Start time in ISO 8601 format, e.g., '2025-06-06T00:00:00Z'.",
      "title": "Start"
    },
    "step": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": "5m",
      "description": "(Only for data_type='range') Query resolution step (e.g., '30s', '5m', '1h').",
      "title": "Step"
    },
    "unit": {
      "default": "auto",
      "description": "The desired output unit: 'auto', 'bytes', 'MiB', 'GiB', 'cores', or 'millicores'.",
      "title": "Unit",
      "type": "string"
    }
  },
  "required": [
    "ql"
  ],
  "title": "prometheusArguments",
  "type": "object"
}

Multi-Cluster MCP Server

Instructions

Input Schema

Input Schema (JSON Schema)

Other Tools from Multi-Cluster MCP Server

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MCP directory API