Configure Elasticsearch monitoring integration 8.9.0

I am trying to configure Elasticsearch Elastic Agent integration to monitor the elasticsearch cluster as specified here: Collecting Elasticsearch monitoring data with Elastic Agent | Elasticsearch Guide [8.11] | Elastic
Collecting Elasticsearch monitoring data with Elastic Agent | Elasticsearch Guide [8.11] | Elastic
There's a note about having a .monitoring-es* index, which I just don't have:

I do everything as specified there, but monitoring does not work with elastic-agents (Legacy variant works, but we are not interested in this variant).

I tried on different versions, starting from 8.5*-8.9* - the errors are the same, apparently I'm missing something in the configuration.

Current versions:
Version of Elastic v8.9.0
Version Elastic-agents v8.9.0
eck-operator v2.9.0
Elasticsearch integration - v1.9

In the elastic-agent logs I see the following:

elastic_agent.metricbeat
[elastic_agent.metricbeat][error] Error fetching data for metricset elasticsearch.node: HTTP error 400 in : 400 Bad Request
elastic_agent.metricbeat
[elastic_agent.metricbeat][error] Error fetching data for metricset elasticsearch.node: HTTP error 400 in : 400 Bad Request
elastic_agent.metricbeat
[elastic_agent.metricbeat][info] Non-zero metrics in the last 30s
elastic_agent.metricbeat
[elastic_agent.metricbeat][error] Error fetching data for metricset elasticsearch.node: HTTP error 400 in : 400 Bad Request
elastic_agent.metricbeat
[elastic_agent.metricbeat][error] Error fetching data for metricset elasticsearch.node: HTTP error 400 in : 400 Bad Request
elastic_agent.metricbeat
[elastic_agent.metricbeat][error] Error fetching data for metricset elasticsearch.node: HTTP error 400 in : 400 Bad Request
elastic_agent.metricbeat
[elastic_agent.metricbeat][info] Non-zero metrics in the last 30s
elastic_agent.metricbeat
[elastic_agent.metricbeat][error] Error fetching data for metricset elasticsearch.node: HTTP error 400 in : 400 Bad Request
elastic_agent.metricbeat
[elastic_agent.metricbeat][error] Error fetching data for metricset elasticsearch.node: HTTP error 400 in : 400 Bad Request

I would be glad to get advice, if someone has encountered something similar

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