diff --git a/frontend/package.json b/frontend/package.json
index af78690982..6e2aded68e 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -47,6 +47,7 @@
 		"@tanstack/react-virtual": "3.11.2",
 		"@uiw/react-md-editor": "3.23.5",
 		"@visx/group": "3.3.0",
+		"@visx/hierarchy": "3.12.0",
 		"@visx/shape": "3.5.0",
 		"@visx/tooltip": "3.3.0",
 		"@xstate/react": "^3.0.0",
@@ -69,6 +70,7 @@
 		"cross-env": "^7.0.3",
 		"css-loader": "5.0.0",
 		"css-minimizer-webpack-plugin": "5.0.1",
+		"d3-hierarchy": "3.1.2",
 		"dayjs": "^1.10.7",
 		"dompurify": "3.1.3",
 		"dotenv": "8.2.0",
diff --git a/frontend/src/api/metricsExplorer/getMetricsList.ts b/frontend/src/api/metricsExplorer/getMetricsList.ts
new file mode 100644
index 0000000000..f1cb81da62
--- /dev/null
+++ b/frontend/src/api/metricsExplorer/getMetricsList.ts
@@ -0,0 +1,67 @@
+import axios from 'api';
+import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
+import { AxiosError } from 'axios';
+import {
+	OrderByPayload,
+	TreemapViewType,
+} from 'container/MetricsExplorer/Summary/types';
+import { ErrorResponse, SuccessResponse } from 'types/api';
+import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
+import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
+
+export interface MetricsListPayload {
+	filters: TagFilter;
+	groupBy?: BaseAutocompleteData[];
+	offset?: number;
+	limit?: number;
+	orderBy?: OrderByPayload;
+}
+
+export enum MetricType {
+	SUM = 'Sum',
+	GAUGE = 'Gauge',
+	HISTOGRAM = 'Histogram',
+	SUMMARY = 'Summary',
+	EXPONENTIAL_HISTOGRAM = 'ExponentialHistogram',
+}
+
+export interface MetricsListItemData {
+	metric_name: string;
+	description: string;
+	type: MetricType;
+	unit: string;
+	[TreemapViewType.CARDINALITY]: number;
+	[TreemapViewType.DATAPOINTS]: number;
+	lastReceived: string;
+}
+
+export interface MetricsListResponse {
+	status: string;
+	data: {
+		metrics: MetricsListItemData[];
+		total?: number;
+	};
+}
+
+export const getMetricsList = async (
+	props: MetricsListPayload,
+	signal?: AbortSignal,
+	headers?: Record<string, string>,
+): Promise<SuccessResponse<MetricsListResponse> | ErrorResponse> => {
+	try {
+		const response = await axios.post('/metrics', props, {
+			signal,
+			headers,
+		});
+
+		return {
+			statusCode: 200,
+			error: null,
+			message: response.data.status,
+			payload: response.data,
+			params: props,
+		};
+	} catch (error) {
+		return ErrorResponseHandler(error as AxiosError);
+	}
+};
diff --git a/frontend/src/api/metricsExplorer/getMetricsListFilterKeys.ts b/frontend/src/api/metricsExplorer/getMetricsListFilterKeys.ts
new file mode 100644
index 0000000000..ce37f35935
--- /dev/null
+++ b/frontend/src/api/metricsExplorer/getMetricsListFilterKeys.ts
@@ -0,0 +1,34 @@
+import axios from 'api';
+import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
+import { AxiosError } from 'axios';
+import { ErrorResponse, SuccessResponse } from 'types/api';
+import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
+
+export interface MetricsListFilterKeysResponse {
+	status: string;
+	data: {
+		metricColumns: string[];
+		attributeKeys: BaseAutocompleteData[];
+	};
+}
+
+export const getMetricsListFilterKeys = async (
+	signal?: AbortSignal,
+	headers?: Record<string, string>,
+): Promise<SuccessResponse<MetricsListFilterKeysResponse> | ErrorResponse> => {
+	try {
+		const response = await axios.get('/metrics/filters/keys', {
+			signal,
+			headers,
+		});
+
+		return {
+			statusCode: 200,
+			error: null,
+			message: response.data.status,
+			payload: response.data,
+		};
+	} catch (error) {
+		return ErrorResponseHandler(error as AxiosError);
+	}
+};
diff --git a/frontend/src/api/metricsExplorer/getMetricsListFilterValues.ts b/frontend/src/api/metricsExplorer/getMetricsListFilterValues.ts
new file mode 100644
index 0000000000..addfc91750
--- /dev/null
+++ b/frontend/src/api/metricsExplorer/getMetricsListFilterValues.ts
@@ -0,0 +1,44 @@
+import axios from 'api';
+import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
+import { AxiosError } from 'axios';
+import { ErrorResponse, SuccessResponse } from 'types/api';
+import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
+
+export interface MetricsListFilterValuesPayload {
+	filterAttributeKeyDataType: string;
+	filterKey: string;
+	searchText: string;
+	limit: number;
+}
+
+export interface MetricsListFilterValuesResponse {
+	status: string;
+	data: {
+		FilterValues: BaseAutocompleteData[];
+	};
+}
+
+export const getMetricsListFilterValues = async (
+	props: MetricsListFilterValuesPayload,
+	signal?: AbortSignal,
+	headers?: Record<string, string>,
+): Promise<
+	SuccessResponse<MetricsListFilterValuesResponse> | ErrorResponse
+> => {
+	try {
+		const response = await axios.post('/metrics/filters/values', props, {
+			signal,
+			headers,
+		});
+
+		return {
+			statusCode: 200,
+			error: null,
+			message: response.data.status,
+			payload: response.data,
+			params: props,
+		};
+	} catch (error) {
+		return ErrorResponseHandler(error as AxiosError);
+	}
+};
diff --git a/frontend/src/api/metricsExplorer/getMetricsTreeMap.ts b/frontend/src/api/metricsExplorer/getMetricsTreeMap.ts
new file mode 100644
index 0000000000..0370d2f275
--- /dev/null
+++ b/frontend/src/api/metricsExplorer/getMetricsTreeMap.ts
@@ -0,0 +1,54 @@
+import axios from 'api';
+import { ErrorResponseHandler } from 'api/ErrorResponseHandler';
+import { AxiosError } from 'axios';
+import { TreemapViewType } from 'container/MetricsExplorer/Summary/types';
+import { ErrorResponse, SuccessResponse } from 'types/api';
+import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
+
+export interface MetricsTreeMapPayload {
+	filters: TagFilter;
+	limit?: number;
+	treemap?: TreemapViewType;
+}
+
+export interface MetricsTreeMapResponse {
+	status: string;
+	data: {
+		[TreemapViewType.CARDINALITY]: CardinalityData[];
+		[TreemapViewType.DATAPOINTS]: DatapointsData[];
+	};
+}
+
+export interface CardinalityData {
+	percentage: number;
+	total_value: number;
+	metric_name: string;
+}
+
+export interface DatapointsData {
+	percentage: number;
+	metric_name: string;
+}
+
+export const getMetricsTreeMap = async (
+	props: MetricsTreeMapPayload,
+	signal?: AbortSignal,
+	headers?: Record<string, string>,
+): Promise<SuccessResponse<MetricsTreeMapResponse> | ErrorResponse> => {
+	try {
+		const response = await axios.post('/metrics/treemap', props, {
+			signal,
+			headers,
+		});
+
+		return {
+			statusCode: 200,
+			error: null,
+			message: response.data.status,
+			payload: response.data,
+			params: props,
+		};
+	} catch (error) {
+		return ErrorResponseHandler(error as AxiosError);
+	}
+};
diff --git a/frontend/src/constants/reactQueryKeys.ts b/frontend/src/constants/reactQueryKeys.ts
index d88dd7a04a..261539e631 100644
--- a/frontend/src/constants/reactQueryKeys.ts
+++ b/frontend/src/constants/reactQueryKeys.ts
@@ -43,4 +43,10 @@ export const REACT_QUERY_KEY = {
 	AWS_GENERATE_CONNECTION_URL: 'AWS_GENERATE_CONNECTION_URL',
 	AWS_GET_CONNECTION_PARAMS: 'AWS_GET_CONNECTION_PARAMS',
 	GET_ATTRIBUTE_VALUES: 'GET_ATTRIBUTE_VALUES',
+
+	// Metrics Explorer Query Keys
+	GET_METRICS_LIST: 'GET_METRICS_LIST',
+	GET_METRICS_TREE_MAP: 'GET_METRICS_TREE_MAP',
+	GET_METRICS_LIST_FILTER_KEYS: 'GET_METRICS_LIST_FILTER_KEYS',
+	GET_METRICS_LIST_FILTER_VALUES: 'GET_METRICS_LIST_FILTER_VALUES',
 };
diff --git a/frontend/src/container/MetricsExplorer/Summary/MetricsSearch.tsx b/frontend/src/container/MetricsExplorer/Summary/MetricsSearch.tsx
new file mode 100644
index 0000000000..52116ba9a3
--- /dev/null
+++ b/frontend/src/container/MetricsExplorer/Summary/MetricsSearch.tsx
@@ -0,0 +1,40 @@
+import { Select } from 'antd';
+import QueryBuilderSearch from 'container/QueryBuilder/filters/QueryBuilderSearch';
+import DateTimeSelectionV2 from 'container/TopNav/DateTimeSelectionV2';
+import { HardHat } from 'lucide-react';
+
+import { TREEMAP_VIEW_OPTIONS } from './constants';
+import { MetricsSearchProps } from './types';
+
+function MetricsSearch({
+	query,
+	onChange,
+	heatmapView,
+	setHeatmapView,
+}: MetricsSearchProps): JSX.Element {
+	return (
+		<div className="metrics-search-container">
+			<div className="metrics-search-options">
+				<Select
+					style={{ width: 140 }}
+					options={TREEMAP_VIEW_OPTIONS}
+					value={heatmapView}
+					onChange={setHeatmapView}
+				/>
+				<DateTimeSelectionV2
+					showAutoRefresh={false}
+					showRefreshText={false}
+					hideShareModal
+				/>
+			</div>
+			<QueryBuilderSearch
+				query={query}
+				onChange={onChange}
+				suffixIcon={<HardHat size={16} />}
+				isMetricsExplorer
+			/>
+		</div>
+	);
+}
+
+export default MetricsSearch;
diff --git a/frontend/src/container/MetricsExplorer/Summary/MetricsTable.tsx b/frontend/src/container/MetricsExplorer/Summary/MetricsTable.tsx
new file mode 100644
index 0000000000..22e15588c5
--- /dev/null
+++ b/frontend/src/container/MetricsExplorer/Summary/MetricsTable.tsx
@@ -0,0 +1,86 @@
+import { LoadingOutlined } from '@ant-design/icons';
+import {
+	Spin,
+	Table,
+	TablePaginationConfig,
+	TableProps,
+	Typography,
+} from 'antd';
+import { SorterResult } from 'antd/es/table/interface';
+import { useCallback } from 'react';
+
+import { MetricsListItemRowData, MetricsTableProps } from './types';
+import { metricsTableColumns } from './utils';
+
+function MetricsTable({
+	isLoading,
+	data,
+	pageSize,
+	currentPage,
+	onPaginationChange,
+	setOrderBy,
+	totalCount,
+}: MetricsTableProps): JSX.Element {
+	const handleTableChange: TableProps<MetricsListItemRowData>['onChange'] = useCallback(
+		(
+			_pagination: TablePaginationConfig,
+			_filters: Record<string, (string | number | boolean)[] | null>,
+			sorter:
+				| SorterResult<MetricsListItemRowData>
+				| SorterResult<MetricsListItemRowData>[],
+		): void => {
+			if ('field' in sorter && sorter.order) {
+				setOrderBy({
+					columnName: sorter.field as string,
+					order: sorter.order === 'ascend' ? 'asc' : 'desc',
+				});
+			} else {
+				setOrderBy({
+					columnName: 'type',
+					order: 'asc',
+				});
+			}
+		},
+		[setOrderBy],
+	);
+
+	return (
+		<div className="metrics-table-container">
+			<Table
+				loading={{
+					spinning: isLoading,
+					indicator: <Spin indicator={<LoadingOutlined size={14} spin />} />,
+				}}
+				dataSource={data}
+				columns={metricsTableColumns}
+				locale={{
+					emptyText: (
+						<div className="no-metrics-message-container">
+							<img
+								src="/Icons/emptyState.svg"
+								alt="thinking-emoji"
+								className="empty-state-svg"
+							/>
+
+							<Typography.Text className="no-metrics-message">
+								This query had no results. Edit your query and try again!
+							</Typography.Text>
+						</div>
+					),
+				}}
+				tableLayout="fixed"
+				onChange={handleTableChange}
+				pagination={{
+					current: currentPage,
+					pageSize,
+					showSizeChanger: true,
+					hideOnSinglePage: false,
+					onChange: onPaginationChange,
+					total: totalCount,
+				}}
+			/>
+		</div>
+	);
+}
+
+export default MetricsTable;
diff --git a/frontend/src/container/MetricsExplorer/Summary/MetricsTreemap.tsx b/frontend/src/container/MetricsExplorer/Summary/MetricsTreemap.tsx
new file mode 100644
index 0000000000..8d214b2d5a
--- /dev/null
+++ b/frontend/src/container/MetricsExplorer/Summary/MetricsTreemap.tsx
@@ -0,0 +1,130 @@
+import { Group } from '@visx/group';
+import { Treemap } from '@visx/hierarchy';
+import { Empty, Skeleton, Tooltip } from 'antd';
+import { stratify, treemapBinary } from 'd3-hierarchy';
+import { useMemo } from 'react';
+import { useWindowSize } from 'react-use';
+
+import {
+	TREEMAP_HEIGHT,
+	TREEMAP_MARGINS,
+	TREEMAP_SQUARE_PADDING,
+} from './constants';
+import { TreemapProps, TreemapTile, TreemapViewType } from './types';
+import {
+	getTreemapTileStyle,
+	getTreemapTileTextStyle,
+	transformTreemapData,
+} from './utils';
+
+function MetricsTreemap({
+	viewType,
+	data,
+	isLoading,
+}: TreemapProps): JSX.Element {
+	const { width: windowWidth } = useWindowSize();
+
+	const treemapWidth = useMemo(
+		() =>
+			Math.max(
+				windowWidth - TREEMAP_MARGINS.LEFT - TREEMAP_MARGINS.RIGHT - 70,
+				300,
+			),
+		[windowWidth],
+	);
+
+	const treemapData = useMemo(() => {
+		const extracedTreemapData =
+			(viewType === TreemapViewType.CARDINALITY
+				? data?.data?.[TreemapViewType.CARDINALITY]
+				: data?.data?.[TreemapViewType.DATAPOINTS]) || [];
+		return transformTreemapData(extracedTreemapData, viewType);
+	}, [data, viewType]);
+
+	const transformedTreemapData = stratify<TreemapTile>()
+		.id((d) => d.id)
+		.parentId((d) => d.parent)(treemapData)
+		.sum((d) => d.size ?? 0);
+
+	const xMax = treemapWidth - TREEMAP_MARGINS.LEFT - TREEMAP_MARGINS.RIGHT;
+	const yMax = TREEMAP_HEIGHT - TREEMAP_MARGINS.TOP - TREEMAP_MARGINS.BOTTOM;
+
+	if (isLoading) {
+		return (
+			<Skeleton style={{ width: treemapWidth, height: TREEMAP_HEIGHT }} active />
+		);
+	}
+
+	if (
+		!data ||
+		!data.data ||
+		data?.status === 'error' ||
+		(data?.status === 'success' && !data?.data?.[viewType])
+	) {
+		return (
+			<Empty
+				description="No metrics found"
+				style={{ width: treemapWidth, height: TREEMAP_HEIGHT, paddingTop: 30 }}
+			/>
+		);
+	}
+
+	return (
+		<div className="metrics-treemap">
+			<svg width={treemapWidth} height={TREEMAP_HEIGHT}>
+				<rect
+					width={treemapWidth}
+					height={TREEMAP_HEIGHT}
+					rx={14}
+					fill="transparent"
+				/>
+				<Treemap<TreemapTile>
+					top={TREEMAP_MARGINS.TOP}
+					root={transformedTreemapData}
+					size={[xMax, yMax]}
+					tile={treemapBinary}
+					round
+				>
+					{(treemap): JSX.Element => (
+						<Group>
+							{treemap
+								.descendants()
+								.reverse()
+								.map((node, i) => {
+									const nodeWidth = node.x1 - node.x0 - TREEMAP_SQUARE_PADDING;
+									const nodeHeight = node.y1 - node.y0 - TREEMAP_SQUARE_PADDING;
+									return (
+										<Group
+											// eslint-disable-next-line react/no-array-index-key
+											key={node.data.id || `node-${i}`}
+											top={node.y0 + TREEMAP_MARGINS.TOP}
+											left={node.x0 + TREEMAP_MARGINS.LEFT}
+										>
+											{node.depth > 0 && (
+												<Tooltip
+													title={`${node.data.id}: ${node.data.displayValue}%`}
+													placement="top"
+												>
+													<foreignObject
+														width={nodeWidth}
+														height={nodeHeight}
+														style={getTreemapTileStyle(node.data)}
+													>
+														<div style={getTreemapTileTextStyle()}>
+															{`${node.data.displayValue}%`}
+														</div>
+													</foreignObject>
+												</Tooltip>
+											)}
+										</Group>
+									);
+								})}
+						</Group>
+					)}
+				</Treemap>
+			</svg>
+		</div>
+	);
+}
+
+export default MetricsTreemap;
diff --git a/frontend/src/container/MetricsExplorer/Summary/Summary.styles.scss b/frontend/src/container/MetricsExplorer/Summary/Summary.styles.scss
new file mode 100644
index 0000000000..74bda73125
--- /dev/null
+++ b/frontend/src/container/MetricsExplorer/Summary/Summary.styles.scss
@@ -0,0 +1,223 @@
+.metrics-explorer-summary-tab {
+	display: flex;
+	flex-direction: column;
+	gap: 16px;
+	padding: 16px 0;
+
+	.metrics-search-container {
+		display: flex;
+		flex-direction: column;
+		gap: 16px;
+
+		.metrics-search-options {
+			display: flex;
+			justify-content: space-between;
+		}
+	}
+
+	.metrics-table-container {
+		margin-left: -16px;
+		margin-right: -16px;
+
+		.ant-table {
+			max-height: 500px;
+			overflow-y: auto;
+			.ant-table-thead > tr > th {
+				padding: 12px;
+				font-weight: 500;
+				font-size: 12px;
+				line-height: 18px;
+
+				background: var(--bg-ink-500);
+				border-bottom: none;
+
+				color: var(--Vanilla-400, #c0c1c3);
+				font-family: Inter;
+				font-size: 11px;
+				font-style: normal;
+				font-weight: 600;
+				line-height: 18px; /* 163.636% */
+				letter-spacing: 0.44px;
+				text-transform: uppercase;
+
+				&::before {
+					background-color: transparent;
+				}
+			}
+
+			.ant-table-thead > tr > th:has(.metric-name-column-header) {
+				background: var(--bg-ink-400);
+			}
+
+			.ant-table-cell {
+				padding: 12px;
+				font-size: 13px;
+				line-height: 20px;
+				color: var(--bg-vanilla-100);
+				background: var(--bg-ink-500);
+			}
+
+			.ant-table-cell:has(.metric-name-column-value) {
+				background: var(--bg-ink-400);
+			}
+
+			.metric-name-column-value {
+				color: var(--bg-vanilla-100);
+				font-family: 'Geist Mono';
+				font-style: normal;
+				font-weight: 600;
+				line-height: 20px; /* 142.857% */
+				letter-spacing: -0.07px;
+			}
+
+			.status-cell {
+				.active-tag {
+					color: var(--bg-forest-500);
+					padding: 4px 8px;
+					border-radius: 4px;
+					font-size: 12px;
+					font-weight: 500;
+				}
+			}
+
+			.progress-container {
+				.ant-progress-bg {
+					height: 8px !important;
+					border-radius: 4px;
+				}
+			}
+
+			.ant-table-tbody > tr:hover > td {
+				background: rgba(255, 255, 255, 0.04);
+			}
+
+			.ant-table-cell:first-child {
+				text-align: justify;
+			}
+
+			.ant-table-cell:nth-child(2) {
+				padding-left: 16px;
+				padding-right: 16px;
+			}
+
+			.ant-table-cell:nth-child(n + 3) {
+				padding-right: 24px;
+			}
+			.column-header-right {
+				text-align: right;
+			}
+			.column-header-left {
+				text-align: left;
+			}
+			.ant-table-tbody > tr > td {
+				border-bottom: none;
+			}
+
+			.ant-table-thead
+				> tr
+				> th:not(:last-child):not(.ant-table-selection-column):not(.ant-table-row-expand-icon-cell):not([colspan])::before {
+				background-color: transparent;
+			}
+
+			.ant-empty-normal {
+				visibility: hidden;
+			}
+		}
+
+		.ant-pagination {
+			position: fixed;
+			bottom: 0;
+			width: calc(100% - 64px);
+			background: var(--bg-ink-500);
+			padding: 16px;
+			margin: 0;
+
+			// this is to offset intercom icon till we improve the design
+			right: 20px;
+
+			.ant-pagination-item {
+				border-radius: 4px;
+
+				&-active {
+					background: var(--bg-robin-500);
+					border-color: var(--bg-robin-500);
+
+					a {
+						color: var(--bg-ink-500) !important;
+					}
+				}
+			}
+		}
+	}
+
+	.no-metrics-message-container {
+		display: flex;
+		flex-direction: column;
+		justify-content: flex-start;
+		align-items: center;
+		min-height: 400px;
+		gap: 16px;
+		padding-top: 32px;
+	}
+
+	.metric-type-renderer {
+		border-radius: 50px;
+		height: 24px;
+		width: fit-content;
+		display: flex;
+		align-items: center;
+		justify-content: flex-start;
+		gap: 4px;
+		text-transform: uppercase;
+		font-size: 12px;
+		padding: 5px 10px;
+		align-self: flex-end;
+	}
+}
+
+.lightMode {
+	.metrics-table-container {
+		.ant-table {
+			.ant-table-thead > tr > th {
+				background: var(--bg-vanilla-100);
+				color: var(--text-ink-300);
+			}
+
+			.ant-table-thead > tr > th:has(.metric-name-column-header) {
+				background: var(--bg-vanilla-100);
+			}
+
+			.ant-table-cell {
+				background: var(--bg-vanilla-100);
+				color: var(--bg-ink-500);
+			}
+
+			.ant-table-cell:has(.metric-name-column-value) {
+				background: var(--bg-vanilla-100);
+			}
+
+			.metric-name-column-value {
+				color: var(--bg-ink-300);
+			}
+
+			.ant-table-tbody > tr:hover > td {
+				background: rgba(0, 0, 0, 0.04);
+			}
+		}
+
+		.ant-pagination {
+			background: var(--bg-vanilla-100);
+
+			.ant-pagination-item {
+				&-active {
+					background: var(--bg-robin-500);
+					border-color: var(--bg-robin-500);
+
+					a {
+						color: var(--bg-vanilla-100) !important;
+					}
+				}
+			}
+		}
+	}
+}
diff --git a/frontend/src/container/MetricsExplorer/Summary/Summary.tsx b/frontend/src/container/MetricsExplorer/Summary/Summary.tsx
index df1396dbc7..1c9bdd0063 100644
--- a/frontend/src/container/MetricsExplorer/Summary/Summary.tsx
+++ b/frontend/src/container/MetricsExplorer/Summary/Summary.tsx
@@ -1,10 +1,162 @@
+import './Summary.styles.scss';
+
 import * as Sentry from '@sentry/react';
+import { usePageSize } from 'container/InfraMonitoringK8s/utils';
+import { useGetMetricsList } from 'hooks/metricsExplorer/useGetMetricsList';
+import { useGetMetricsTreeMap } from 'hooks/metricsExplorer/useGetMetricsTreeMap';
+import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
+import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations';
 import ErrorBoundaryFallback from 'pages/ErrorBoundaryFallback/ErrorBoundaryFallback';
+import { useCallback, useMemo, useState } from 'react';
+import { useSelector } from 'react-redux';
+import { AppState } from 'store/reducers';
+import { TagFilter } from 'types/api/queryBuilder/queryBuilderData';
+import { GlobalReducer } from 'types/reducer/globalTime';
+
+import MetricsSearch from './MetricsSearch';
+import MetricsTable from './MetricsTable';
+import MetricsTreemap from './MetricsTreemap';
+import { OrderByPayload, TreemapViewType } from './types';
+import {
+	convertNanoToMilliseconds,
+	formatDataForMetricsTable,
+	getMetricsListQuery,
+} from './utils';
 
 function Summary(): JSX.Element {
+	const { pageSize, setPageSize } = usePageSize('metricsExplorer');
+	const [currentPage, setCurrentPage] = useState(1);
+	const [orderBy, setOrderBy] = useState<OrderByPayload>({
+		columnName: 'type',
+		order: 'asc',
+	});
+	const [heatmapView, setHeatmapView] = useState<TreemapViewType>(
+		TreemapViewType.CARDINALITY,
+	);
+
+	const { maxTime, minTime } = useSelector<AppState, GlobalReducer>(
+		(state) => state.globalTime,
+	);
+
+	const { currentQuery } = useQueryBuilder();
+	const queryFilters = useMemo(
+		() =>
+			currentQuery?.builder?.queryData[0]?.filters || {
+				items: [],
+				op: 'and',
+			},
+		[currentQuery],
+	);
+
+	const { handleChangeQueryData } = useQueryOperations({
+		index: 0,
+		query: currentQuery.builder.queryData[0],
+		entityVersion: '',
+	});
+
+	const metricsListQuery = useMemo(() => {
+		const baseQuery = getMetricsListQuery();
+		return {
+			...baseQuery,
+			limit: pageSize,
+			offset: (currentPage - 1) * pageSize,
+			filters: queryFilters,
+			start: convertNanoToMilliseconds(minTime),
+			end: convertNanoToMilliseconds(maxTime),
+			orderBy,
+		};
+	}, [queryFilters, minTime, maxTime, orderBy, pageSize, currentPage]);
+
+	const metricsTreemapQuery = useMemo(
+		() => ({
+			limit: 100,
+			filters: queryFilters,
+			treemap: heatmapView,
+			start: convertNanoToMilliseconds(minTime),
+			end: convertNanoToMilliseconds(maxTime),
+		}),
+		[queryFilters, heatmapView, minTime, maxTime],
+	);
+
+	const {
+		data: metricsData,
+		isLoading: isMetricsLoading,
+		isFetching: isMetricsFetching,
+	} = useGetMetricsList(metricsListQuery, {
+		enabled: !!metricsListQuery,
+	});
+
+	const {
+		data: treeMapData,
+		isLoading: isTreeMapLoading,
+		isFetching: isTreeMapFetching,
+	} = useGetMetricsTreeMap(metricsTreemapQuery, {
+		enabled: !!metricsTreemapQuery,
+	});
+
+	const handleFilterChange = useCallback(
+		(value: TagFilter) => {
+			handleChangeQueryData('filters', value);
+			setCurrentPage(1);
+		},
+		[handleChangeQueryData],
+	);
+
+	const updatedCurrentQuery = useMemo(
+		() => ({
+			...currentQuery,
+			builder: {
+				...currentQuery.builder,
+				queryData: [
+					{
+						...currentQuery.builder.queryData[0],
+						aggregateOperator: 'noop',
+						aggregateAttribute: {
+							...currentQuery.builder.queryData[0].aggregateAttribute,
+						},
+					},
+				],
+			},
+		}),
+		[currentQuery],
+	);
+
+	const searchQuery = updatedCurrentQuery?.builder?.queryData[0] || null;
+
+	const onPaginationChange = (page: number, pageSize: number): void => {
+		setCurrentPage(page);
+		setPageSize(pageSize);
+	};
+
+	const formattedMetricsData = useMemo(
+		() => formatDataForMetricsTable(metricsData?.payload?.data?.metrics || []),
+		[metricsData],
+	);
+
 	return (
 		<Sentry.ErrorBoundary fallback={<ErrorBoundaryFallback />}>
-			Summary
+			<div className="metrics-explorer-summary-tab">
+				<MetricsSearch
+					query={searchQuery}
+					onChange={handleFilterChange}
+					heatmapView={heatmapView}
+					setHeatmapView={setHeatmapView}
+				/>
+				<MetricsTreemap
+					data={treeMapData?.payload}
+					isLoading={isTreeMapLoading || isTreeMapFetching}
+					viewType={heatmapView}
+				/>
+				<MetricsTable
+					isLoading={isMetricsLoading || isMetricsFetching}
+					data={formattedMetricsData}
+					pageSize={pageSize}
+					currentPage={currentPage}
+					onPaginationChange={onPaginationChange}
+					setOrderBy={setOrderBy}
+					totalCount={metricsData?.payload?.data.total || 0}
+				/>
+			</div>
 		</Sentry.ErrorBoundary>
 	);
 }
diff --git a/frontend/src/container/MetricsExplorer/Summary/constants.ts b/frontend/src/container/MetricsExplorer/Summary/constants.ts
new file mode 100644
index 0000000000..6d7f56a415
--- /dev/null
+++ b/frontend/src/container/MetricsExplorer/Summary/constants.ts
@@ -0,0 +1,26 @@
+import { MetricType } from 'api/metricsExplorer/getMetricsList';
+
+import { TreemapViewType } from './types';
+
+export const METRICS_TABLE_PAGE_SIZE = 10;
+
+export const TREEMAP_VIEW_OPTIONS: {
+	value: TreemapViewType;
+	label: string;
+}[] = [
+	{ value: TreemapViewType.CARDINALITY, label: 'Cardinality' },
+	{ value: TreemapViewType.DATAPOINTS, label: 'Datapoints' },
+];
+
+export const TREEMAP_HEIGHT = 300;
+export const TREEMAP_SQUARE_PADDING = 5;
+
+export const TREEMAP_MARGINS = { TOP: 10, LEFT: 10, RIGHT: 10, BOTTOM: 10 };
+
+export const METRIC_TYPE_LABEL_MAP = {
+	[MetricType.SUM]: 'Sum',
+	[MetricType.GAUGE]: 'Gauge',
+	[MetricType.HISTOGRAM]: 'Histogram',
+	[MetricType.SUMMARY]: 'Summary',
+	[MetricType.EXPONENTIAL_HISTOGRAM]: 'Exp. Histogram',
+};
diff --git a/frontend/src/container/MetricsExplorer/Summary/types.ts b/frontend/src/container/MetricsExplorer/Summary/types.ts
new file mode 100644
index 0000000000..5b2e10f232
--- /dev/null
+++ b/frontend/src/container/MetricsExplorer/Summary/types.ts
@@ -0,0 +1,56 @@
+import { MetricsTreeMapResponse } from 'api/metricsExplorer/getMetricsTreeMap';
+import React, { Dispatch, SetStateAction } from 'react';
+import {
+	IBuilderQuery,
+	TagFilter,
+} from 'types/api/queryBuilder/queryBuilderData';
+
+export interface MetricsTableProps {
+	isLoading: boolean;
+	data: MetricsListItemRowData[];
+	pageSize: number;
+	currentPage: number;
+	onPaginationChange: (page: number, pageSize: number) => void;
+	setOrderBy: Dispatch<SetStateAction<OrderByPayload>>;
+	totalCount: number;
+}
+
+export interface MetricsSearchProps {
+	query: IBuilderQuery;
+	onChange: (value: TagFilter) => void;
+	heatmapView: TreemapViewType;
+	setHeatmapView: (value: TreemapViewType) => void;
+}
+
+export interface TreemapProps {
+	data: MetricsTreeMapResponse | null | undefined;
+	isLoading: boolean;
+	viewType: TreemapViewType;
+}
+
+export interface OrderByPayload {
+	columnName: string;
+	order: 'asc' | 'desc';
+}
+
+export interface MetricsListItemRowData {
+	key: string;
+	metric_name: React.ReactNode;
+	description: React.ReactNode;
+	metric_type: React.ReactNode;
+	unit: React.ReactNode;
+	samples: React.ReactNode;
+	timeseries: React.ReactNode;
+}
+
+export enum TreemapViewType {
+	CARDINALITY = 'timeseries',
+	DATAPOINTS = 'samples',
+}
+
+export interface TreemapTile {
+	id: string;
+	size: number;
+	displayValue: number | string | null;
+	parent: string | null;
+}
diff --git a/frontend/src/container/MetricsExplorer/Summary/utils.tsx b/frontend/src/container/MetricsExplorer/Summary/utils.tsx
new file mode 100644
index 0000000000..407531e873
--- /dev/null
+++ b/frontend/src/container/MetricsExplorer/Summary/utils.tsx
@@ -0,0 +1,241 @@
+import { Color } from '@signozhq/design-tokens';
+import { Tooltip, Typography } from 'antd';
+import { ColumnType } from 'antd/es/table';
+import {
+	MetricsListItemData,
+	MetricsListPayload,
+	MetricType,
+} from 'api/metricsExplorer/getMetricsList';
+import {
+	CardinalityData,
+	DatapointsData,
+} from 'api/metricsExplorer/getMetricsTreeMap';
+import {
+	BarChart,
+	BarChart2,
+	BarChartHorizontal,
+	Diff,
+	Gauge,
+} from 'lucide-react';
+import { useMemo } from 'react';
+
+import { METRIC_TYPE_LABEL_MAP } from './constants';
+import { MetricsListItemRowData, TreemapTile, TreemapViewType } from './types';
+
+export const metricsTableColumns: ColumnType<MetricsListItemRowData>[] = [
+	{
+		title: <div className="metric-name-column-header">METRIC</div>,
+		dataIndex: 'metric_name',
+		width: 400,
+		sorter: true,
+		className: 'metric-name-column-header',
+		render: (value: string): React.ReactNode => (
+			<div className="metric-name-column-value">{value}</div>
+		),
+	},
+	{
+		title: 'DESCRIPTION',
+		dataIndex: 'description',
+		width: 400,
+	},
+	{
+		title: 'TYPE',
+		dataIndex: 'metric_type',
+		sorter: true,
+		width: 150,
+	},
+	{
+		title: 'UNIT',
+		dataIndex: 'unit',
+		width: 150,
+	},
+	{
+		title: 'DATAPOINTS',
+		dataIndex: TreemapViewType.DATAPOINTS,
+		width: 150,
+		sorter: true,
+	},
+	{
+		title: 'CARDINALITY',
+		dataIndex: TreemapViewType.CARDINALITY,
+		width: 150,
+		sorter: true,
+	},
+];
+
+export const getMetricsListQuery = (): MetricsListPayload => ({
+	filters: {
+		items: [],
+		op: 'and',
+	},
+	orderBy: { columnName: 'metric_name', order: 'asc' },
+});
+
+function MetricTypeRenderer({ type }: { type: MetricType }): JSX.Element {
+	const [icon, color] = useMemo(() => {
+		switch (type) {
+			case MetricType.SUM:
+				return [
+					<Diff key={type} size={12} color={Color.BG_ROBIN_500} />,
+					Color.BG_ROBIN_500,
+				];
+			case MetricType.GAUGE:
+				return [
+					<Gauge key={type} size={12} color={Color.BG_SAKURA_500} />,
+					Color.BG_SAKURA_500,
+				];
+			case MetricType.HISTOGRAM:
+				return [
+					<BarChart2 key={type} size={12} color={Color.BG_SIENNA_500} />,
+					Color.BG_SIENNA_500,
+				];
+			case MetricType.SUMMARY:
+				return [
+					<BarChartHorizontal key={type} size={12} color={Color.BG_FOREST_500} />,
+					Color.BG_FOREST_500,
+				];
+			case MetricType.EXPONENTIAL_HISTOGRAM:
+				return [
+					<BarChart key={type} size={12} color={Color.BG_AQUA_500} />,
+					Color.BG_AQUA_500,
+				];
+			default:
+				return [null, ''];
+		}
+	}, [type]);
+
+	return (
+		<div
+			className="metric-type-renderer"
+			style={{
+				backgroundColor: `${color}33`,
+				border: `1px solid ${color}`,
+				color,
+			}}
+		>
+			{icon}
+			<Typography.Text style={{ color, fontSize: 12 }}>
+				{METRIC_TYPE_LABEL_MAP[type]}
+			</Typography.Text>
+		</div>
+	);
+}
+
+function ValidateRowValueWrapper({
+	value,
+	children,
+}: {
+	value: string | number | null;
+	children: React.ReactNode;
+}): JSX.Element {
+	if (!value) {
+		return <div>-</div>;
+	}
+	return <div>{children}</div>;
+}
+
+export const formatDataForMetricsTable = (
+	data: MetricsListItemData[],
+): MetricsListItemRowData[] =>
+	data.map((metric) => ({
+		key: metric.metric_name,
+		metric_name: (
+			<ValidateRowValueWrapper value={metric.metric_name}>
+				<Tooltip title={metric.metric_name}>{metric.metric_name}</Tooltip>
+			</ValidateRowValueWrapper>
+		),
+		description: (
+			<ValidateRowValueWrapper value={metric.description}>
+				<Tooltip title={metric.description}>{metric.description}</Tooltip>
+			</ValidateRowValueWrapper>
+		),
+		metric_type: <MetricTypeRenderer type={metric.type} />,
+		unit: (
+			<ValidateRowValueWrapper value={metric.unit}>
+				{metric.unit}
+			</ValidateRowValueWrapper>
+		),
+		[TreemapViewType.DATAPOINTS]: (
+			<ValidateRowValueWrapper value={metric[TreemapViewType.DATAPOINTS]}>
+				{metric[TreemapViewType.DATAPOINTS]}
+			</ValidateRowValueWrapper>
+		),
+		[TreemapViewType.CARDINALITY]: (
+			<ValidateRowValueWrapper value={metric[TreemapViewType.CARDINALITY]}>
+				{metric[TreemapViewType.CARDINALITY]}
+			</ValidateRowValueWrapper>
+		),
+	}));
+
+export const transformTreemapData = (
+	data: CardinalityData[] | DatapointsData[],
+	viewType: TreemapViewType,
+): TreemapTile[] => {
+	const totalSize = (data as (CardinalityData | DatapointsData)[]).reduce(
+		(acc: number, item: CardinalityData | DatapointsData) =>
+			acc + item.percentage,
+		0,
+	);
+
+	const children = data.map((item) => ({
+		id: item.metric_name,
+		size: totalSize > 0 ? Number((item.percentage / totalSize).toFixed(2)) : 0,
+		displayValue: Number(item.percentage).toFixed(2),
+		parent: viewType,
+	}));
+
+	return [
+		{
+			id: viewType,
+			size: 0,
+			parent: null,
+			displayValue: null,
+		},
+		...children,
+	];
+};
+
+const getTreemapTileBackgroundColor = (node: TreemapTile): string => {
+	const size = node.size * 10;
+	if (size > 0.8) {
+		return Color.BG_AMBER_600;
+	}
+	if (size > 0.6) {
+		return Color.BG_AMBER_500;
+	}
+	if (size > 0.4) {
+		return Color.BG_AMBER_400;
+	}
+	if (size > 0.2) {
+		return Color.BG_AMBER_300;
+	}
+	if (size > 0.1) {
+		return Color.BG_AMBER_200;
+	}
+	return Color.BG_AMBER_100;
+};
+
+export const getTreemapTileStyle = (
+	node: TreemapTile,
+): React.CSSProperties => ({
+	overflow: 'visible',
+	cursor: 'pointer',
+	backgroundColor: getTreemapTileBackgroundColor(node),
+	borderRadius: 4,
+});
+
+export const getTreemapTileTextStyle = (): React.CSSProperties => ({
+	width: '100%',
+	height: '100%',
+	display: 'flex',
+	alignItems: 'center',
+	justifyContent: 'center',
+	fontSize: '12px',
+	fontWeight: 'bold',
+	color: Color.TEXT_SLATE_400,
+	textAlign: 'center',
+	padding: '4px',
+});
+
+export const convertNanoToMilliseconds = (time: number): number =>
+	Math.floor(time / 1000000);
diff --git a/frontend/src/container/QueryBuilder/filters/QueryBuilderSearch/index.tsx b/frontend/src/container/QueryBuilder/filters/QueryBuilderSearch/index.tsx
index ecc40048b5..a781743db5 100644
--- a/frontend/src/container/QueryBuilder/filters/QueryBuilderSearch/index.tsx
+++ b/frontend/src/container/QueryBuilder/filters/QueryBuilderSearch/index.tsx
@@ -75,6 +75,7 @@ function QueryBuilderSearch({
 	placeholder,
 	suffixIcon,
 	isInfraMonitoring,
+	isMetricsExplorer,
 	disableNavigationShortcuts,
 	entity,
 }: QueryBuilderSearchProps): JSX.Element {
@@ -113,6 +114,7 @@ function QueryBuilderSearch({
 		isLogsExplorerPage,
 		isInfraMonitoring,
 		entity,
+		isMetricsExplorer,
 	);
 
 	const [isOpen, setIsOpen] = useState<boolean>(false);
@@ -129,6 +131,7 @@ function QueryBuilderSearch({
 		isLogsExplorerPage,
 		isInfraMonitoring,
 		entity,
+		isMetricsExplorer,
 	);
 
 	const { registerShortcut, deregisterShortcut } = useKeyboardHotkeys();
@@ -137,12 +140,12 @@ function QueryBuilderSearch({
 
 	const toggleEditMode = useCallback(
 		(value: boolean) => {
-			// Editing mode is required only in infra monitoring mode
-			if (isInfraMonitoring) {
+			// Editing mode is required only in infra monitoring or metrics explorer
+			if (isInfraMonitoring || isMetricsExplorer) {
 				setIsEditingTag(value);
 			}
 		},
-		[isInfraMonitoring],
+		[isInfraMonitoring, isMetricsExplorer],
 	);
 
 	const onTagRender = ({
@@ -168,7 +171,7 @@ function QueryBuilderSearch({
 			updateTag(value);
 			// Editing starts
 			toggleEditMode(true);
-			if (isInfraMonitoring) {
+			if (isInfraMonitoring || isMetricsExplorer) {
 				setSearchValue(value);
 			} else {
 				handleSearch(value);
@@ -240,8 +243,11 @@ function QueryBuilderSearch({
 	);
 
 	const isMetricsDataSource = useMemo(
-		() => query.dataSource === DataSource.METRICS && !isInfraMonitoring,
-		[query.dataSource, isInfraMonitoring],
+		() =>
+			query.dataSource === DataSource.METRICS &&
+			!isInfraMonitoring &&
+			!isMetricsExplorer,
+		[query.dataSource, isInfraMonitoring, isMetricsExplorer],
 	);
 
 	const fetchValueDataType = (value: unknown, operator: string): DataTypes => {
@@ -291,8 +297,8 @@ function QueryBuilderSearch({
 			};
 		});
 
-		// If in infra monitoring, only run the onChange query when editing is finsished.
-		if (isInfraMonitoring) {
+		// If in infra monitoring or metrics explorer, only run the onChange query when editing is finsished.
+		if (isInfraMonitoring || isMetricsExplorer) {
 			if (!isEditingTag) {
 				onChange(initialTagFilters);
 			}
@@ -498,6 +504,7 @@ interface QueryBuilderSearchProps {
 	isInfraMonitoring?: boolean;
 	disableNavigationShortcuts?: boolean;
 	entity?: K8sCategory | null;
+	isMetricsExplorer?: boolean;
 }
 
 QueryBuilderSearch.defaultProps = {
@@ -508,6 +515,7 @@ QueryBuilderSearch.defaultProps = {
 	isInfraMonitoring: false,
 	disableNavigationShortcuts: false,
 	entity: null,
+	isMetricsExplorer: false,
 };
 
 export interface CustomTagProps {
diff --git a/frontend/src/hooks/metricsExplorer/useGetMetricsList.ts b/frontend/src/hooks/metricsExplorer/useGetMetricsList.ts
new file mode 100644
index 0000000000..4297c110ac
--- /dev/null
+++ b/frontend/src/hooks/metricsExplorer/useGetMetricsList.ts
@@ -0,0 +1,47 @@
+import {
+	getMetricsList,
+	MetricsListPayload,
+	MetricsListResponse,
+} from 'api/metricsExplorer/getMetricsList';
+import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
+import { useMemo } from 'react';
+import { useQuery, UseQueryOptions, UseQueryResult } from 'react-query';
+import { ErrorResponse, SuccessResponse } from 'types/api';
+
+type UseGetMetricsList = (
+	requestData: MetricsListPayload,
+
+	options?: UseQueryOptions<
+		SuccessResponse<MetricsListResponse> | ErrorResponse,
+		Error
+	>,
+
+	headers?: Record<string, string>,
+) => UseQueryResult<
+	SuccessResponse<MetricsListResponse> | ErrorResponse,
+	Error
+>;
+
+export const useGetMetricsList: UseGetMetricsList = (
+	requestData,
+	options,
+	headers,
+) => {
+	const queryKey = useMemo(() => {
+		if (options?.queryKey && Array.isArray(options.queryKey)) {
+			return [...options.queryKey];
+		}
+
+		if (options?.queryKey && typeof options.queryKey === 'string') {
+			return options.queryKey;
+		}
+
+		return [REACT_QUERY_KEY.GET_METRICS_LIST, requestData];
+	}, [options?.queryKey, requestData]);
+
+	return useQuery<SuccessResponse<MetricsListResponse> | ErrorResponse, Error>({
+		queryFn: ({ signal }) => getMetricsList(requestData, signal, headers),
+		...options,
+		queryKey,
+	});
+};
diff --git a/frontend/src/hooks/metricsExplorer/useGetMetricsListFilterKeys.ts b/frontend/src/hooks/metricsExplorer/useGetMetricsListFilterKeys.ts
new file mode 100644
index 0000000000..62c124791a
--- /dev/null
+++ b/frontend/src/hooks/metricsExplorer/useGetMetricsListFilterKeys.ts
@@ -0,0 +1,45 @@
+import {
+	getMetricsListFilterKeys,
+	MetricsListFilterKeysResponse,
+} from 'api/metricsExplorer/getMetricsListFilterKeys';
+import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
+import { useMemo } from 'react';
+import { useQuery, UseQueryOptions, UseQueryResult } from 'react-query';
+import { ErrorResponse, SuccessResponse } from 'types/api';
+
+type UseGetMetricsListFilterKeys = (
+	options?: UseQueryOptions<
+		SuccessResponse<MetricsListFilterKeysResponse> | ErrorResponse,
+		Error
+	>,
+	headers?: Record<string, string>,
+) => UseQueryResult<
+	SuccessResponse<MetricsListFilterKeysResponse> | ErrorResponse,
+	Error
+>;
+
+export const useGetMetricsListFilterKeys: UseGetMetricsListFilterKeys = (
+	options,
+	headers,
+) => {
+	const queryKey = useMemo(() => {
+		if (options?.queryKey && Array.isArray(options.queryKey)) {
+			return [...options.queryKey];
+		}
+
+		if (options?.queryKey && typeof options.queryKey === 'string') {
+			return options.queryKey;
+		}
+
+		return [REACT_QUERY_KEY.GET_METRICS_LIST_FILTER_KEYS];
+	}, [options?.queryKey]);
+
+	return useQuery<
+		SuccessResponse<MetricsListFilterKeysResponse> | ErrorResponse,
+		Error
+	>({
+		queryFn: ({ signal }) => getMetricsListFilterKeys(signal, headers),
+		...options,
+		queryKey,
+	});
+};
diff --git a/frontend/src/hooks/metricsExplorer/useGetMetricsTreeMap.ts b/frontend/src/hooks/metricsExplorer/useGetMetricsTreeMap.ts
new file mode 100644
index 0000000000..adc94115b5
--- /dev/null
+++ b/frontend/src/hooks/metricsExplorer/useGetMetricsTreeMap.ts
@@ -0,0 +1,50 @@
+import {
+	getMetricsTreeMap,
+	MetricsTreeMapPayload,
+	MetricsTreeMapResponse,
+} from 'api/metricsExplorer/getMetricsTreeMap';
+import { REACT_QUERY_KEY } from 'constants/reactQueryKeys';
+import { useMemo } from 'react';
+import { useQuery, UseQueryOptions, UseQueryResult } from 'react-query';
+import { ErrorResponse, SuccessResponse } from 'types/api';
+
+type UseGetMetricsTreeMap = (
+	requestData: MetricsTreeMapPayload,
+
+	options?: UseQueryOptions<
+		SuccessResponse<MetricsTreeMapResponse> | ErrorResponse,
+		Error
+	>,
+
+	headers?: Record<string, string>,
+) => UseQueryResult<
+	SuccessResponse<MetricsTreeMapResponse> | ErrorResponse,
+	Error
+>;
+
+export const useGetMetricsTreeMap: UseGetMetricsTreeMap = (
+	requestData,
+	options,
+	headers,
+) => {
+	const queryKey = useMemo(() => {
+		if (options?.queryKey && Array.isArray(options.queryKey)) {
+			return [...options.queryKey];
+		}
+
+		if (options?.queryKey && typeof options.queryKey === 'string') {
+			return options.queryKey;
+		}
+
+		return [REACT_QUERY_KEY.GET_METRICS_TREE_MAP, requestData];
+	}, [options?.queryKey, requestData]);
+
+	return useQuery<
+		SuccessResponse<MetricsTreeMapResponse> | ErrorResponse,
+		Error
+	>({
+		queryFn: ({ signal }) => getMetricsTreeMap(requestData, signal, headers),
+		...options,
+		queryKey,
+	});
+};
diff --git a/frontend/src/hooks/queryBuilder/useAutoComplete.ts b/frontend/src/hooks/queryBuilder/useAutoComplete.ts
index e728e0fa80..9977e328ae 100644
--- a/frontend/src/hooks/queryBuilder/useAutoComplete.ts
+++ b/frontend/src/hooks/queryBuilder/useAutoComplete.ts
@@ -31,6 +31,7 @@ export const useAutoComplete = (
 	shouldUseSuggestions?: boolean,
 	isInfraMonitoring?: boolean,
 	entity?: K8sCategory | null,
+	isMetricsExplorer?: boolean,
 ): IAutoComplete => {
 	const [searchValue, setSearchValue] = useState<string>('');
 	const [searchKey, setSearchKey] = useState<string>('');
@@ -42,6 +43,7 @@ export const useAutoComplete = (
 		shouldUseSuggestions,
 		isInfraMonitoring,
 		entity,
+		isMetricsExplorer,
 	);
 
 	const [key, operator, result] = useSetCurrentKeyAndOperator(searchValue, keys);
diff --git a/frontend/src/hooks/queryBuilder/useFetchKeysAndValues.ts b/frontend/src/hooks/queryBuilder/useFetchKeysAndValues.ts
index 4859bbce93..b3b7cbae03 100644
--- a/frontend/src/hooks/queryBuilder/useFetchKeysAndValues.ts
+++ b/frontend/src/hooks/queryBuilder/useFetchKeysAndValues.ts
@@ -1,4 +1,5 @@
 /* eslint-disable sonarjs/cognitive-complexity */
+import { getMetricsListFilterValues } from 'api/metricsExplorer/getMetricsListFilterValues';
 import { getAttributesValues } from 'api/queryBuilder/getAttributesValues';
 import { DEBOUNCE_DELAY } from 'constants/queryBuilderFilterConfig';
 import {
@@ -10,6 +11,7 @@ import {
 	getTagToken,
 	isInNInOperator,
 } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
+import { useGetMetricsListFilterKeys } from 'hooks/metricsExplorer/useGetMetricsListFilterKeys';
 import useDebounceValue from 'hooks/useDebounce';
 import { cloneDeep, isEqual, uniqWith, unset } from 'lodash-es';
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react';
@@ -50,6 +52,7 @@ export const useFetchKeysAndValues = (
 	shouldUseSuggestions?: boolean,
 	isInfraMonitoring?: boolean,
 	entity?: K8sCategory | null,
+	isMetricsExplorer?: boolean,
 ): IuseFetchKeysAndValues => {
 	const [keys, setKeys] = useState<BaseAutocompleteData[]>([]);
 	const [exampleQueries, setExampleQueries] = useState<TagFilter[]>([]);
@@ -98,10 +101,17 @@ export const useFetchKeysAndValues = (
 
 	const isQueryEnabled = useMemo(
 		() =>
-			query.dataSource === DataSource.METRICS && !isInfraMonitoring
+			query.dataSource === DataSource.METRICS &&
+			!isInfraMonitoring &&
+			!isMetricsExplorer
 				? !!query.dataSource && !!query.aggregateAttribute.dataType
 				: true,
-		[isInfraMonitoring, query.aggregateAttribute.dataType, query.dataSource],
+		[
+			isInfraMonitoring,
+			isMetricsExplorer,
+			query.aggregateAttribute.dataType,
+			query.dataSource,
+		],
 	);
 
 	const { data, isFetching, status } = useGetAggregateKeys(
@@ -139,6 +149,14 @@ export const useFetchKeysAndValues = (
 		},
 	);
 
+	const {
+		data: metricsListFilterKeysData,
+		isFetching: isFetchingMetricsListFilterKeys,
+		status: fetchingMetricsListFilterKeysStatus,
+	} = useGetMetricsListFilterKeys({
+		enabled: isMetricsExplorer && isQueryEnabled && !shouldUseSuggestions,
+	});
+
 	/**
 	 * Fetches the options to be displayed based on the selected value
 	 * @param value - the selected value
@@ -182,6 +200,15 @@ export const useFetchKeysAndValues = (
 						: tagValue?.toString() ?? '',
 				});
 				payload = response.payload;
+			} else if (isMetricsExplorer) {
+				const response = await getMetricsListFilterValues({
+					searchText: searchKey,
+					filterKey: filterAttributeKey?.key ?? tagKey,
+					filterAttributeKeyDataType:
+						filterAttributeKey?.dataType ?? DataTypes.EMPTY,
+					limit: 10,
+				});
+				payload = response.payload?.data;
 			} else {
 				const response = await getAttributesValues({
 					aggregateOperator: query.aggregateOperator,
@@ -238,6 +265,32 @@ export const useFetchKeysAndValues = (
 		}
 	}, [data?.payload?.attributeKeys, status]);
 
+	useEffect(() => {
+		if (
+			isMetricsExplorer &&
+			fetchingMetricsListFilterKeysStatus === 'success' &&
+			!isFetchingMetricsListFilterKeys &&
+			metricsListFilterKeysData?.payload?.data?.attributeKeys
+		) {
+			setKeys(metricsListFilterKeysData.payload.data.attributeKeys);
+			setSourceKeys((prevState) =>
+				uniqWith(
+					[
+						...(metricsListFilterKeysData.payload.data.attributeKeys ?? []),
+						...prevState,
+					],
+					isEqual,
+				),
+			);
+		}
+	}, [
+		metricsListFilterKeysData?.payload?.data?.attributeKeys,
+		fetchingMetricsListFilterKeysStatus,
+		isMetricsExplorer,
+		metricsListFilterKeysData,
+		isFetchingMetricsListFilterKeys,
+	]);
+
 	useEffect(() => {
 		if (
 			fetchingSuggestionsStatus === 'success' &&
diff --git a/frontend/yarn.lock b/frontend/yarn.lock
index 5b7ec2a825..07449125f1 100644
--- a/frontend/yarn.lock
+++ b/frontend/yarn.lock
@@ -3936,6 +3936,11 @@
   dependencies:
     "@types/geojson" "*"
 
+"@types/d3-hierarchy@^1.1.6":
+  version "1.1.11"
+  resolved "https://registry.yarnpkg.com/@types/d3-hierarchy/-/d3-hierarchy-1.1.11.tgz#c3bd70d025621f73cb3319e97e08ae4c9051c791"
+  integrity sha512-lnQiU7jV+Gyk9oQYk0GGYccuexmQPTp08E0+4BidgFdiJivjEvf+esPSdZqCZ2C7UwTWejWpqetVaU8A+eX3FA==
+
 "@types/d3-interpolate@3.0.1", "@types/d3-interpolate@^3.0.0":
   version "3.0.1"
   resolved "https://registry.yarnpkg.com/@types/d3-interpolate/-/d3-interpolate-3.0.1.tgz#e7d17fa4a5830ad56fe22ce3b4fac8541a9572dc"
@@ -4716,6 +4721,15 @@
     "@types/d3-shape" "^1.3.1"
     d3-shape "^1.0.6"
 
+"@visx/group@3.12.0":
+  version "3.12.0"
+  resolved "https://registry.yarnpkg.com/@visx/group/-/group-3.12.0.tgz#2c69b810b52f1c1e69bf6f2fe923d184e32078c7"
+  integrity sha512-Dye8iS1alVXPv7nj/7M37gJe6sSKqJLH7x6sEWAsRQ9clI0kFvjbKcKgF+U3aAVQr0NCohheFV+DtR8trfK/Ag==
+  dependencies:
+    "@types/react" "*"
+    classnames "^2.3.1"
+    prop-types "^15.6.2"
+
 "@visx/group@3.3.0":
   version "3.3.0"
   resolved "https://registry.yarnpkg.com/@visx/group/-/group-3.3.0.tgz#20c1b75c1ab31798c3c702b6f58c412c688a6373"
@@ -4725,6 +4739,18 @@
     classnames "^2.3.1"
     prop-types "^15.6.2"
 
+"@visx/hierarchy@3.12.0":
+  version "3.12.0"
+  resolved "https://registry.yarnpkg.com/@visx/hierarchy/-/hierarchy-3.12.0.tgz#38295d2469cf957ed6d7700fe968aa16cbb878f0"
+  integrity sha512-+X1HOeLEOODxjAD7ixrWJ4KCVei4wFe8ra3dYU0uZ14RdPPgUeiuyBfdeXWZuAHM6Ix9qrryneatQjkC3h4mvA==
+  dependencies:
+    "@types/d3-hierarchy" "^1.1.6"
+    "@types/react" "*"
+    "@visx/group" "3.12.0"
+    classnames "^2.3.1"
+    d3-hierarchy "^1.1.4"
+    prop-types "^15.6.1"
+
 "@visx/scale@3.5.0":
   version "3.5.0"
   resolved "https://registry.yarnpkg.com/@visx/scale/-/scale-3.5.0.tgz#c3db3863bbdd24d44781104ef5ee4cdc8df6f11d"
@@ -7095,6 +7121,16 @@ d3-geo@3.1.0:
   dependencies:
     d3-array "2.5.0 - 3"
 
+d3-hierarchy@3.1.2:
+  version "3.1.2"
+  resolved "https://registry.yarnpkg.com/d3-hierarchy/-/d3-hierarchy-3.1.2.tgz#b01cd42c1eed3d46db77a5966cf726f8c09160c6"
+  integrity sha512-FX/9frcub54beBdugHjDCdikxThEqjnR93Qt7PvQTOHxyiNCAlvMrHhclk3cD5VeAaq9fxmfRp+CnWw9rEMBuA==
+
+d3-hierarchy@^1.1.4:
+  version "1.1.9"
+  resolved "https://registry.yarnpkg.com/d3-hierarchy/-/d3-hierarchy-1.1.9.tgz#2f6bee24caaea43f8dc37545fa01628559647a83"
+  integrity sha512-j8tPxlqh1srJHAtxfvOUwKNYJkQuBFdM1+JAUfq6xqH5eAqf93L7oG1NVqDa4CpFZNvnNKtCYEUC8KY9yEn9lQ==
+
 "d3-interpolate@1 - 3", "d3-interpolate@1.2.0 - 3", d3-interpolate@3.0.1:
   version "3.0.1"
   resolved "https://registry.yarnpkg.com/d3-interpolate/-/d3-interpolate-3.0.1.tgz#3c47aa5b32c5b3dfb56ef3fd4342078a632b400d"