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Glama
Fromzy1

Branch Diagnostics MCP

by Fromzy1

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}
logging
{}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
extensions
{
  "io.modelcontextprotocol/ui": {}
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
diagnostic_categorizeA

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.

find_metricsA

Step 2 of the funnel: for a symptom and category, return the cURL metrics most worth collecting, each with its definition and why it is relevant.

get_data_metricsA

Step 3 of the funnel: fetch current values, rolling averages, and thresholds for the given metrics at a location. Data is simulated by default (simulated is true); swap the data source for a real backend in production.

analyseA

Step 4 of the funnel: evaluate collected metric data against thresholds, surface anomalies with severities, and return recommendations and next steps.

Prompts

Interactive templates invoked by user choice

NameDescription
branch_diagnostics_guidanceReusable system guidance that teaches a client how to drive the funnel.

Resources

Contextual data attached and managed by the client

NameDescription
get_categoriesAll diagnostic categories with their metrics and typical symptoms.
get_metricsAll cURL (CURLINFO_*) metric definitions.

TDQS

A4.1/5.0

Scored across 4 tools

Disambiguation5/5

Each tool represents a distinct step in the diagnostic funnel: categorize, find metrics, get data, and analyse. Their purposes are clearly separated with no overlap.

Naming Consistency2/5

Naming is inconsistent: three tools follow a verb_noun pattern (diagnostic_categorize, find_metrics, get_data_metrics) but 'diagnostic_categorize' anomalously includes a prefix, and 'analyse' is just a verb without a noun, breaking the pattern.

Tool Count4/5

With 4 tools, the server is appropriately scoped for a focused diagnostic pipeline. Each tool serves a clear purpose without redundancy.

Completeness4/5

The four tools cover the entire diagnostic funnel from symptom categorization to analysis and recommendations. Minor gaps like a reset or overview tool are not needed for the core workflow.

Maintenance

ActivityInactive
ResponsivenessNo issues