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mindfullabai

YearAtAGlance MCP Server

by mindfullabai

yaag_get_heatmap

Retrieve event density heatmap data for each day of a year, enabling visual analysis of calendar activity.

Instructions

Get heatmap data showing event density for each day of a year

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
yearYesThe year to get heatmap data for (e.g., 2025)
Behavior2/5

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

No annotations are provided, so the description must fully disclose behavioral traits. It does not mention what 'heatmap data' includes, any side effects (likely none), or the nature of the output (e.g., array of day-density pairs). Minimal transparency.

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?

A single sentence that is front-loaded with the core action and result. No unnecessary words or repetition.

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?

For a simple tool with one parameter and no output schema, the description is adequate but could benefit from clarifying what the heatmap data contains (e.g., day, count). Lacks completeness regarding output structure.

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?

With 100% schema coverage, the baseline is 3. The description adds an example value (2025) but no additional semantic meaning beyond the schema's description of 'year'.

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 retrieves heatmap data showing event density per day for a given year. It distinctly separates from sibling tools like get_event or list_events, which operate on individual events or lists.

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

Usage Guidelines3/5

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

No explicit guidance on when to use this tool versus alternatives such as yaag_ai_analyze_year. The usage context (getting heatmap for a year) is implied but lacks when-not or alternative recommendations.

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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