Skip to main content
Glama

QuassLabs API

defect_triage

Bug-triage advisor. POST one bug report (or a list) and get severity (critical/high/medium/low), category, whether it has repro steps, and what info is missing (no repro / no expected-vs-actual / no environment). For a list: priority ranking + likely-duplicate clusters. Deterministic, no LLM.

Input Schema

NameRequiredDescriptionDefault
reportNo
reportsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

With zero annotations the description carries the full burden and does well: it discloses the exact return fields, states list-mode behavior differs (ranking + duplicate clustering), and explicitly says "Deterministic, no LLM" — meaningful behavioral context an agent cannot infer elsewhere. It omits cost/credit implications and error behavior, which keeps it from the top mark.

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?

Three tight sentences: identity first, then outputs, then batch-mode delta and the determinism guarantee. Every clause carries information and nothing is repeated from structured fields.

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?

No output schema and no annotations, so the description has to describe returns — and it does, naming severity levels, category, repro flag, and missing-info categories. The remaining gap is the zero-argument / conflicting-argument case, which matters since required parameters is 0.

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 only partly does: "one bug report (or a list)" implies the report/reports split but never names the parameters, never says they are mutually exclusive or which wins if both are sent, and never says what the string content should look like. Partial compensation warrants a 3.

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?

"Bug-triage advisor" plus an explicit output list (severity, category, repro detection, missing info, and for lists priority ranking and duplicate clusters) makes the operation concrete and unmistakably distinct from validation-oriented siblings like ticket_lint or story_lint. It stops short of 5 only because it never names the neighbouring tools it is not.

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?

"POST one bug report (or a list)" gives input-shape guidance and the list mode hints at the batch use case, but there is no explicit when-to-use / when-not, no prerequisites, and no pointer to an alternative tool for adjacent tasks. Usage is implied rather than stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources