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happyfox

Get a report summary

happyfox_get_report_summary
Read-only

Summary counts for a saved report: ticket, completed, assigned, pending and unassigned counts. HappyFox: GET /api/1.1/json/report//.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
report_idYesThe report (from happyfox_list_reports) id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the safe-read profile is covered. The description adds the shape of the response (ticket, completed, assigned, pending, unassigned counts), which is genuinely useful since no output schema exists, but it says nothing about permissions, rate limits, or empty/error states.

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?

Two short sentences, front-loaded with the return content. The trailing REST endpoint reference is mildly extraneous for an agent but compact and harmless.

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?

With no output schema, the description correctly carries the return-value burden by listing the count categories. For a simple single-parameter read tool this is nearly complete; only the absence of any error/empty-state note keeps it from a 5.

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?

There is a single parameter at 100% schema description coverage, and the schema already explains that report_id comes from happyfox_list_reports. The description ('a saved report') only loosely reinforces this, so the baseline 3 applies.

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?

The description gives a clear verb+resource ('Summary counts for a saved report') and even enumerates the specific count categories returned, so the agent knows exactly what the tool produces. It does not, however, distinguish itself from the sibling happyfox_get_report_tabular_data, so an agent cannot route between the two from the description alone.

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 explicit when-to-use statement and no mention of the obvious alternative (happyfox_get_report_tabular_data) or when to prefer tabular data over aggregates. The only routing hint, that a report id comes from happyfox_list_reports, lives in the schema rather than the description.

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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