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nks1097

Splunk Enterprise MCP Server

by nks1097

splunk_build_incident_timeline

Build a chronological timeline for an incident entity to investigate events and support threat hunting.

Instructions

Composite tool: construct a high-fidelity chronological timeline for an incident entity.

Args: entity_type: Type of entity ('ip', 'user', or 'host'). entity_value: The entity string (e.g. '10.0.0.5', 'jsmith', 'srv-db-01'). earliest_time: Incident timeline start. latest_time: Incident timeline end. max_events: Maximum chronological timeline events.

Input Schema

NameRequiredDescriptionDefault
max_eventsNo
entity_typeYes
latest_timeNonow
entity_valueYes
earliest_timeNo-12h

Output Schema

NameRequiredDescriptionDefault
dataNoOutput payload or results
errorNoError message if execution failed
successNoWhether the tool execution succeeded
metadataNoExecution timing, pagination and environment details
warningsNoOperational warnings or notices
request_idNoCorrelation ID for audit trail and observability

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden, yet it discloses only that this is a 'composite tool' — a useful hint that multiple searches are dispatched and cost is therefore higher. It says nothing about read-only vs. mutating behavior, latency/cost, which data sources are correlated, or how 'high-fidelity' is achieved. Output schema existing removes the need to explain return values, but the operational profile is absent.

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

Conciseness3/5

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

The opening sentence is front-loaded and efficient, but the indented Args block is largely a restatement of parameter names ('max_events: Maximum chronological timeline events', 'earliest_time: Incident timeline start'). Length is acceptable, yet several lines earn nothing beyond what the schema title already says.

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

Completeness3/5

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

An output schema exists and the safety profile is undeclared, so the remaining burden is modest, but a composite/orchestrating tool with five parameters and zero annotation coverage should state at minimum what it aggregates and that it is a read-only, higher-cost call. The description leaves the agent guessing how it differs from single-entity investigation tools.

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 0%, so the description must compensate — and it does enumerate all five parameters. Crucially it supplies the entity_type enum ('ip', 'user', 'host') and value examples that the schema lacks entirely, which is real added meaning. However, earliest_time/latest_time are described only as "Incident timeline start/end" without Splunk relative-time syntax, and max_events merely restates its own name.

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?

"Construct a high-fidelity chronological timeline for an incident entity" gives a specific verb and resource, and the "Composite tool" prefix signals it orchestrates multiple underlying queries rather than a single search. It does not name which sibling it replaces (e.g., splunk_investigate_ip/host/user or splunk_correlate_events), so the boundary is only weakly drawn.

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?

There is no when-to-use statement, no exclusion, and no named alternative among heavily overlapping siblings like splunk_investigate_ip, splunk_correlate_events, or splunk_search_events. The agent must infer that a 'composite' timeline is the post-investigation aggregation step rather than the first call.

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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