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idanfishman

prometheus-mcp

by idanfishman

Prometheus Query Range

prometheus_query_range
Read-only

Retrieve time series data from Prometheus over a specified time range and step resolution.

Instructions

Execute a Prometheus range query

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesprometheus query expression
startYesstart timestamp (RFC3339 or unix timestamp)
endYesend timestamp (RFC3339 or unix timestamp)
stepYesquery resolution step width
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and destructiveHint=false, so the description adds no new behavioral context. The description does not contradict annotations, but also fails to explain behaviors like result structure (time-series over range) or potential resource usage.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence, very concise and front-loaded. However, it could be slightly expanded to include key context without losing conciseness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the absence of an output schema, the description should clarify return values (time-series data). It does not. Also, with many sibling tools, more context about the purpose of a range query vs instant query would improve completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds no additional meaning beyond what the schema already provides for parameters (query, start, end, step).

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Execute a Prometheus range query' clearly specifies the verb 'execute' and the resource 'Prometheus range query'. However, it does not differentiate from sibling tools like 'prometheus_query' (likely an instant query), leaving ambiguity about the distinction between range and instant queries.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives. There is no mention of the tool being for time-range queries, nor any exclusions or comparisons to siblings like 'prometheus_query' or 'prometheus_label_values'.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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