diff --git a/prometheus/src/model/api-types.ts b/prometheus/src/model/api-types.ts
index 0e2d35a2..8c487d06 100644
--- a/prometheus/src/model/api-types.ts
+++ b/prometheus/src/model/api-types.ts
@@ -139,3 +139,5 @@ export interface ParseQueryRequestParameters {
 }
 
 export type ParseQueryResponse = ApiResponse<ASTNode>;
+
+export type FlagsResponse = ApiResponse<Record<string, string>>;
diff --git a/prometheus/src/model/prometheus-client.codemirror-adapter.ts b/prometheus/src/model/prometheus-client.codemirror-adapter.ts
new file mode 100644
index 00000000..4782d78e
--- /dev/null
+++ b/prometheus/src/model/prometheus-client.codemirror-adapter.ts
@@ -0,0 +1,81 @@
+// Copyright 2025 The Perses Authors
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+import { PrometheusClient as CodeMirrorPrometheusClient } from '@prometheus-io/codemirror-promql';
+import { LabelNamesRequestParameters, LabelValuesRequestParameters, SeriesRequestParameters } from './api-types';
+import { Matcher } from '@prometheus-io/codemirror-promql/dist/esm/types';
+import { PrometheusClient } from './prometheus-client';
+import { MetricMetadata } from '@prometheus-io/codemirror-promql/dist/esm/client/prometheus';
+
+export const createCodeMirrorPromClient = (
+  prometheusClient?: PrometheusClient
+): CodeMirrorPrometheusClient | undefined => {
+  if (prometheusClient) {
+    return {
+      labelNames: async (metricNames: string | undefined) => {
+        let params: LabelNamesRequestParameters = {};
+
+        if (metricNames) {
+          params['match[]'] = metricNames.split(',');
+        }
+        const { data } = (await prometheusClient?.labelNames(params)) || {};
+        return data || [];
+      },
+      labelValues: async (labelName: string, metricName?: string, matchers?: Matcher[]) => {
+        let params: LabelValuesRequestParameters = {
+          labelName,
+        };
+        if (metricName) {
+          params['match[]'] = [
+            `${metricName}{${matchers
+              ?.reduce((acc: Matcher[], curr: Matcher) => {
+                if (!curr.matchesEmpty()) {
+                  acc.push(curr);
+                }
+                return acc;
+              }, [])
+              .map((m) => `${m.name}${m.type}"${m.value}"`)
+              .join(',')}}`,
+          ];
+        }
+
+        const { data } = (await prometheusClient?.labelValues(params)) || {};
+        return data || [];
+      },
+      metricNames: async (prefix?: string) => {
+        let params: LabelValuesRequestParameters = {
+          labelName: '__name__',
+        };
+        const { data } = (await prometheusClient?.labelValues(params)) || {};
+        return data || [];
+      },
+      metricMetadata: async (): Promise<Record<string, MetricMetadata[]>> => {
+        const { data } = (await prometheusClient?.metricMetadata({})) || {};
+
+        return data || {};
+      },
+      series: async (metricName: string, matchers?: Matcher[], labelName?: string): Promise<Map<string, string>[]> => {
+        const params: SeriesRequestParameters = {
+          'match[]': [],
+        };
+        const { data } = (await prometheusClient?.series(params)) || {};
+        return (data || []).map((item: any) => new Map(Object.entries(item.metric)));
+      },
+      flags: async () => {
+        const { data } = (await prometheusClient?.flags()) || {};
+
+        return data || {};
+      },
+    };
+  }
+};
diff --git a/prometheus/src/model/prometheus-client.ts b/prometheus/src/model/prometheus-client.ts
index 86b1aa4f..ff6b47ef 100644
--- a/prometheus/src/model/prometheus-client.ts
+++ b/prometheus/src/model/prometheus-client.ts
@@ -14,6 +14,7 @@
 import { fetch, fetchJson, RequestHeaders } from '@perses-dev/core';
 import { DatasourceClient } from '@perses-dev/plugin-system';
 import {
+  FlagsResponse,
   InstantQueryRequestParameters,
   InstantQueryResponse,
   LabelNamesRequestParameters,
@@ -45,6 +46,7 @@ export interface PrometheusClient extends DatasourceClient {
   metricMetadata(params: MetricMetadataRequestParameters, headers?: RequestHeaders): Promise<MetricMetadataResponse>;
   series(params: SeriesRequestParameters, headers?: RequestHeaders): Promise<SeriesResponse>;
   parseQuery(params: ParseQueryRequestParameters, headers?: RequestHeaders): Promise<ParseQueryResponse>;
+  flags(headers?: RequestHeaders): Promise<FlagsResponse>;
 }
 
 export interface QueryOptions {
@@ -149,6 +151,10 @@ export function parseQuery(
   return fetchWithPost<ParseQueryRequestParameters, ParseQueryResponse>(apiURI, params, queryOptions);
 }
 
+export function flags(queryOptions: QueryOptions): Promise<FlagsResponse> {
+  return fetchWithGet('/api/v1/status/flags', {}, queryOptions);
+}
+
 function fetchWithGet<T extends RequestParams<T>, TResponse>(
   apiURI: string,
   params: T,
diff --git a/prometheus/src/plugins/prometheus-datasource.tsx b/prometheus/src/plugins/prometheus-datasource.tsx
index 516ba4fb..14bd865b 100644
--- a/prometheus/src/plugins/prometheus-datasource.tsx
+++ b/prometheus/src/plugins/prometheus-datasource.tsx
@@ -23,6 +23,7 @@ import {
   metricMetadata,
   series,
   parseQuery,
+  flags,
 } from '../model';
 import { PrometheusDatasourceSpec } from './types';
 import { PrometheusDatasourceEditor } from './PrometheusDatasourceEditor';
@@ -55,6 +56,7 @@ const createClient: DatasourcePlugin<PrometheusDatasourceSpec, PrometheusClient>
     metricMetadata: (params, headers) => metricMetadata(params, { datasourceUrl, headers: headers ?? specHeaders }),
     series: (params, headers) => series(params, { datasourceUrl, headers: headers ?? specHeaders }),
     parseQuery: (params, headers) => parseQuery(params, { datasourceUrl, headers: headers ?? specHeaders }),
+    flags: (headers) => flags({ datasourceUrl, headers: headers ?? specHeaders }),
   };
 };
 
diff --git a/prometheus/src/plugins/prometheus-time-series-query/PrometheusTimeSeriesQueryEditor.tsx b/prometheus/src/plugins/prometheus-time-series-query/PrometheusTimeSeriesQueryEditor.tsx
index 66e4f39a..32fe24ce 100644
--- a/prometheus/src/plugins/prometheus-time-series-query/PrometheusTimeSeriesQueryEditor.tsx
+++ b/prometheus/src/plugins/prometheus-time-series-query/PrometheusTimeSeriesQueryEditor.tsx
@@ -31,6 +31,7 @@ import {
   useFormatState,
   useMinStepState,
 } from './query-editor-model';
+import { createCodeMirrorPromClient } from '../../model/prometheus-client.codemirror-adapter';
 
 /**
  * The options editor component for editing a PrometheusTimeSeriesQuery's spec.
@@ -42,7 +43,7 @@ export function PrometheusTimeSeriesQueryEditor(props: PrometheusTimeSeriesQuery
   const datasourceSelectLabelID = `prom-datasource-label-${selectedDatasource.name || 'default'}`;
 
   const { data: client } = useDatasourceClient<PrometheusClient>(selectedDatasource);
-  const promURL = client?.options.datasourceUrl;
+  const codeMirrorPromClient = createCodeMirrorPromClient(client);
   const { data: datasourceResource } = useDatasource(selectedDatasource);
 
   const { handleQueryChange, handleQueryBlur } = useQueryState(props);
@@ -81,7 +82,9 @@ export function PrometheusTimeSeriesQueryEditor(props: PrometheusTimeSeriesQuery
         />
       </FormControl>
       <PromQLEditor
-        completeConfig={{ remote: { url: promURL } }}
+        completeConfig={{
+          remote: codeMirrorPromClient,
+        }}
         value={value.query} // here we are passing `value.query` and not `query` from useQueryState in order to get updates only on onBlur events
         datasource={selectedDatasource}
         onChange={handleQueryChange}
diff --git a/prometheus/src/plugins/prometheus-variables.tsx b/prometheus/src/plugins/prometheus-variables.tsx
index 23bf61b3..5a94dfa7 100644
--- a/prometheus/src/plugins/prometheus-variables.tsx
+++ b/prometheus/src/plugins/prometheus-variables.tsx
@@ -36,6 +36,7 @@ import {
   PrometheusLabelValuesVariableOptions,
   PrometheusPromQLVariableOptions,
 } from './types';
+import { createCodeMirrorPromClient } from '../model/prometheus-client.codemirror-adapter';
 
 export function PrometheusLabelValuesVariableEditor(
   props: OptionsEditorProps<PrometheusLabelValuesVariableOptions>
@@ -146,7 +147,7 @@ export function PrometheusPromQLVariableEditor(
   const selectedDatasource = datasource ?? DEFAULT_PROM;
 
   const { data: client } = useDatasourceClient<PrometheusClient>(selectedDatasource);
-  const promURL = client?.options.datasourceUrl;
+  const codeMirrorPromClient = createCodeMirrorPromClient(client);
 
   const handleDatasourceChange: DatasourceSelectProps['onChange'] = (next) => {
     if (isPrometheusDatasourceSelector(next)) {
@@ -176,7 +177,7 @@ export function PrometheusPromQLVariableEditor(
         />
       </FormControl>
       <PromQLEditor
-        completeConfig={{ remote: { url: promURL } }}
+        completeConfig={{ remote: codeMirrorPromClient }}
         value={value.expr}
         datasource={selectedDatasource}
         onBlur={(event) => {