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Glama

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": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
decode_vinA

Decode a VIN into vehicle details (make, model, year, engine, plant, safety equipment).

Call this when the user provides a VIN (17 characters, or a partial VIN) and wants to know what vehicle it is. Passing model_year improves accuracy for pre-2001 VINs.

get_recallsA

Get NHTSA safety recall campaigns for a vehicle make/model/year.

Call this when the user asks whether a vehicle has recalls, what a recall covers, or how a defect is remedied. Example: make="Honda", model="Civic", model_year=2020.

check_vin_recallsA

Decode a VIN and look up recalls for that exact vehicle in one step.

Call this when the user gives a VIN and asks "does my car have any recalls?" — it chains VIN decoding into a recall search automatically.

get_safety_ratingsA

Get NCAP crash-test star ratings (overall, frontal, side, rollover) for a vehicle.

Call this when the user asks how safe a vehicle is or how it scored in crash tests. Returns ratings per body-style variant.

get_complaintsA

Get consumer complaints filed with NHTSA for a vehicle, grouped by component.

Call this when the user asks about known problems, reliability issues, or owner-reported defects. Returns totals per component plus the most recent complaint narratives (truncated). Increase limit for more narratives.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4.2/5.0

Scored across 5 tools

Disambiguation5/5

Each tool targets a distinct aspect of vehicle safety: VIN decoding, recalls (via two methods that are clearly differentiated), complaints, and safety ratings. No overlap in purpose.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern (check_, decode_, get_complaints, get_recalls, get_safety_ratings) with clear, descriptive names.

Tool Count5/5

5 tools is well-scoped for the vehicle safety domain, covering key information queries without unnecessary complexity.

Completeness4/5

The tool surface covers VIN decoding, recalls, complaints, and safety ratings. Minor gap: includes a combined decode+recall tool but no separate tool for service bulletins or NHTSA investigations.

Maintenance

ActivityStale
ResponsivenessNo issues