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MCP server for metrics and alerting queries. Backed by CNCF Community, supports VS Code and Cursor. Best for Prometheus-based monitoring; beta - active development.

Connects agents to metrics and dashboards. Queries data sources and retrieves visualization snapshots for performance diagnosis.

Query and analyze Prometheus, an open-source monitoring system. MIT licensed.

SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. Open source Application Performance Monitoring (APM) & Observability tool.

Read-only MCP server for gathering metrics from Swarmia for quick reporting. Supports Python on macOS and Linux.

MCP server providing access to OpenTelemetry traces and metrics through Logfire, enabling AI agents to investigate observability data and performance issues.

A Model Context Protocol server for GreptimeDB, an open-source observability database handling metrics, logs, and traces in one engine. Enables AI assistants to query and analyze time-series data using SQL, TQL (PromQL-compatible), and RANGE queries with built-in security features.

An MCP server for Cloudflare Observability at https://observability.mcp.cloudflare.com/sse, giving MCP tools programmatic access to Cloudflare observability and monitoring data via OAuth2.1.