MCP: Axiom
by Axiom
Axiom's official MCP server — query event data with APL, read dataset schemas, and create or edit dashboards, monitors and notifiers from an agent.
Elastic's official MCP server — explore indexes, inspect mappings, and query Elasticsearch conversationally.
Set up this MCP server in your favorite AI agent — copy a ready-made configuration below.
Elastic's official MCP server connects an assistant to an Elasticsearch cluster, which is particularly valuable because the Query DSL is powerful and nobody remembers its syntax.
Log and observability data. Asking "show me errors from the payments service in the last hour grouped by status code" and getting an actual aggregation back is meaningfully faster than assembling the query by hand, and the assistant can iterate when the first attempt returns nothing.
Read-only by design, authenticated with an API key scoped to the indexes you want reachable. Works against self-managed clusters, Elastic Cloud, and serverless projects. Runs via npx @elastic/mcp-server-elasticsearch.
by Axiom
Axiom's official MCP server — query event data with APL, read dataset schemas, and create or edit dashboards, monitors and notifiers from an agent.
Query SigNoz metrics, traces, logs, alerts and dashboards in natural language — and create alerts, dashboards and saved views back, with deep links into the UI.
ClickHouse's observability MCP server — investigate logs, traces and metrics with semantic tools rather than raw SQL, hosted or self-hosted.
Datadog's official managed MCP server — query logs, metrics, traces, incidents and dashboards from an AI agent, inside your existing Datadog permissions.