VictoriaMetrics MCP Server is an MCP implementation that provides access to a VictoriaMetrics instance through read-only APIs and integrated documentation. It delivers a seamless interface to VictoriaMetrics APIs and documentation, enabling monitoring, observability, and debugging tasks for engineers and automation tools. The server exposes almost all read-only VMUI functionality: query and explore metrics, list and export metrics, labels, values and time series, analyze alerting and recording rules, and view instance parameters. It also supports exploring data cardinality and usage statistics, and stepping through, tracing, prettifying and explaining queries. In addition, it includes tooling to debug relabeling rules, downsampling and retention policy configurations. The MCP server can be configured to operate in stdio, SSE, or HTTP mode, with endpoints like /sse, /message, /mcp, /metrics and health checks. It ships with embedded up-to-date VictoriaMetrics documentation searchable offline, offers Cloud integration via VMC API keys, and includes configuration options to control tools, heartbeats, and request headers. The project provides sample prompts and a dialog example to illustrate how to combine tooling, docs search and dialogs in practical use.