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geoffbelknap

LimaCharlie MCP

by geoffbelknap

lc_get_sensor_event_overview

Retrieve a timeline overview of events for a specific sensor within a given time window.

Instructions

Fetch event timeline overview for one sensor and time window.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
endYes
oidYes
startYes
sensor_idYes
Behavior2/5

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

No annotations exist, so description must disclose behavior. It states 'Fetch' (implies read-only), but fails to describe the response format (e.g., aggregated counts vs. raw events), pagination, or ordering. The term 'overview' is vague.

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?

Single sentence without fluff, but could benefit from structuring with bullets or additional context while remaining concise.

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?

Tool requires 4 parameters, no output schema, no annotations. Description is too minimal for an agent to confidently invoke. Missing details on return type, error cases, and parameter constraints.

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 coverage is 0%, so description carries full burden. It maps 'one sensor' to sensor_id and 'time window' to start/end, but does not explain oid (organization ID), or the format of start/end (e.g., epoch seconds). Insufficient to compensate for missing schema descriptions.

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?

Description clearly states action (Fetch), resource (event timeline overview), and constraints (one sensor, time window). However, it does not differentiate from siblings like lc_get_event (single event) or lc_list_sensor_events (list events).

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 vs alternatives. No preconditions, exclusions, or example use cases provided.

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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