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HappyFox MCP by usefulapi

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. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

B3.2/5.0
Behavior3/5

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

The readOnlyHint annotation already declares this is a safe read, so the description only needs to add context. It does add value by enumerating the exact counts returned and citing the underlying API endpoint, but says nothing about authentication, rate limits, or whether the report must be pre-saved with data populated.

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 tight sentences with the payload contents front-loaded and no filler. The trailing API endpoint line is mildly redundant but small.

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 takes on the burden of describing the return shape by listing the count categories. The main gap is sibling differentiation from happyfox_get_report_tabular_data, which is not addressed.

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 coverage is 100% and the single report_id parameter is fully documented in the schema, including the tip to obtain it from happyfox_list_reports. The description's '<id>' reference adds no syntax or format detail beyond the schema, 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 names a specific verb (summary counts) and resource (a saved report) and enumerates the concrete counts returned. It is clear what the tool does, but it never mentions the sibling happyfox_get_report_tabular_data, so an agent cannot tell the two report tools apart 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 guidance on when to use this versus alternatives such as happyfox_get_report_tabular_data or happyfox_list_reports. Usage must be inferred from the word 'summary' and the returned counts.

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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