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debaditya-mohankudo

Splunk Intelligence MCP Server

splunk__hint

Add analyst hints to ongoing Splunk investigations to guide the next analysis step.

Instructions

Inject an analyst hint into the investigation for the next iteration. The hint is included in the findings passed to the next reasoning step. Example: "focus on web-01 cert chain errors after 14:30 UTC"

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
hintYes
run_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Without annotations, the description partially discloses behavior: the hint is included in findings passed to the next reasoning step. However, it omits details like whether multiple hints can be combined, persistence, or mutability, leaving some ambiguity.

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 clear sentences plus a relevant example, front-loaded with the action. No wasted words; efficient and easy to parse.

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 simple 2-parameter design and presence of an output schema, the description covers the main behavior. Minor gaps like whether hints stack or are one-shot, but overall sufficient for a straightforward injection tool.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate. It explains 'hint' with an example but does not define 'run_id', leaving that parameter's purpose unclear. Partial improvement but incomplete.

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 description clearly states the tool injects an analyst hint into the investigation for the next iteration, with a concrete example. This distinguishes it from siblings which handle findings, pausing, reports, etc.

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 on when to use this tool versus alternatives (e.g., when to inject a hint vs. submit a report or start a new investigation). The description only explains what it does, not the appropriate context.

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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