Prometheus MCP
UnknownPrometheus's official MCP server (a CNCF project) translates natural-language requests into PromQL, runs instant and range queries, and returns metric metadata, labels, targets and built-in runbooks. It runs locally against your own Prometheus (stdio/HTTP); there's no built-in auth — access is controlled by Prometheus itself. It has outgrown the older community alternative (505 stars).
Why this server
- Generates and runs PromQL for you — no need to remember range-vector syntax
- Built-in docs_search runbooks — common problems get resolved without external docs
- Works with your own Prometheus, not a third-party SaaS — your data stays yours
- The official CNCF project has outgrown the older community alternative in popularity
Usage examples
Prompt: How much memory has the api-gateway pod used over the last 30 minutes?
Result: The agent used docs_search to identify the right metric, then range_query returned the memory-usage time series per pod.
Prompt: Which targets are currently down in the monitoring cluster?
Result: The agent ran query on the up metric filtered to 0 and returned the list of down targets with their labels.
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