Skip to main content
Glama
Fromzy1

Branch Diagnostics MCP

by Fromzy1

Categorize symptom

diagnostic_categorize
Read-only

Classify a free-text symptom into the most likely diagnostic category with confidence scores for all categories.

Instructions

Step 1 of the funnel: classify a free-text symptom into the most likely diagnostic category, with a confidence score and the scores for every category.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symptomYesFree-text description of the network/service issue.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
symptomYes
recommended_categoryYes
confidence_scoreYes
category_descriptionYes
all_scoresYes
Behavior4/5

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

Annotations declare readOnlyHint=true, consistent with a classification read operation. The description adds behavioral detail: returns a confidence score and scores for every category, beyond what annotations provide.

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?

The description is a single sentence that is front-loaded with key information ('Step 1 of the funnel') and includes all necessary details without any wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the low complexity (1 parameter, output schema exists), the description adequately covers what the tool does, including the output (confidence score and per-category scores). It is complete for its purpose.

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% for the single parameter 'symptom' with a clear description. The tool's description does not add extra parameter meaning beyond what the schema already provides, so a baseline score of 3 is appropriate.

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 action (classify), the input (free-text symptom), and the output (diagnostic category with confidence and per-category scores). It positions itself as 'Step 1 of the funnel,' distinguishing it from sibling tools like analyse or find_metrics.

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

Usage Guidelines4/5

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

The description explicitly says 'Step 1 of the funnel,' indicating when to use it (as a first step). However, it does not provide when-not-to-use guidance or mention alternatives, though the sibling tools imply a pipeline.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Fromzy1/branch_mcp_v2'

If you have feedback or need assistance with the MCP directory API, please join our Discord server