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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
scanA

Scan a directory for LLM API calls and estimate monthly costs.

Finds all LLM API call sites (OpenAI, Anthropic, etc.) in the given path and produces a cost estimate based on token counts and pricing.

Args: path: Directory or file path to scan. Defaults to current directory. calls_per_month: Assumed monthly call volume per call site. If not provided, the CLI default (1000) is used.

Returns: JSON string with the scan results including call sites and cost estimates.

diffA

Compare LLM costs between two git refs.

Shows which LLM call sites were added, removed, or changed between the base and head refs, along with the cost impact of those changes.

Args: base_ref: The base git ref (branch, tag, or commit) to compare from. head_ref: The head git ref to compare to. Defaults to HEAD.

Returns: JSON string with the diff results including cost changes.

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 2 tools

Disambiguation5/5

The two tools, diff and scan, have clearly distinct purposes: scan finds LLM call sites and estimates costs, while diff compares costs between git refs. No overlap or ambiguity.

Naming Consistency4/5

Both tool names are single verbs ('diff', 'scan'), which is consistent in style. While not a verb_noun pattern, the naming is uniform and intuitive for the domain.

Tool Count3/5

With only 2 tools, the server is very focused. This can be appropriate for a narrow utility, but it feels thin for a full server. A few more tools (e.g., pricing config) might improve scope.

Completeness3/5

The tools cover two core operations: scanning and diffing. However, there is no tool for managing pricing configurations or listing assumptions, which could be gaps for advanced use.

Maintenance

ActivityInactive
ResponsivenessNo issues