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ssimonsen0202

berserk-mcp

Run KQL

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Read-onlyIdempotent

Run arbitrary Kusto/KQL queries on Berserk observability data to answer specific questions not covered by other tools.

Instructions

Run an arbitrary Kusto/KQL query against the Berserk table. Use when the other tools do not fit; once it works, persist it with save_query.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
kqlYesKQL starting with 'default | ...'
sinceNoTime window e.g. '15m ago', '1h ago', '2d ago'.
Behavior3/5

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

Annotations already provide readOnlyHint, openWorldHint, idempotentHint, destructiveHint. Description adds context about targeting the Berserk table and persistence hint, but does not significantly extend behavioral disclosure beyond annotations.

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

Conciseness5/5

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

Two sentences, no wasted words. Front-loaded with purpose and usage guidance. Perfectly concise.

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

Completeness4/5

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

Given the tool's simplicity (2 params, no output schema), the description covers purpose, usage, and post-action hint. Lacks details on output format or error scenarios, but acceptable for a straightforward KQL runner.

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 schema already documents both parameters adequately. Description does not add further meaning about kql format or since values beyond the schema.

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

Purpose5/5

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

The title 'Run KQL' and description clearly state the action (run arbitrary KQL query) and resource (Berserk table). It distinguishes from siblings by positioning it as a fallback tool.

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

Usage Guidelines4/5

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

Explicitly says 'Use when the other tools do not fit' and advises to persist results with save_query. Lacks explicit 'when not to use' but sufficient for a fallback tool.

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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