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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
OPENAI_API_KEYNoOpenAI API key for live reviewer mode.
OPENAI_REVIEWER_MODELNoModel name for OpenAI reviewer (e.g., gpt-4.1-mini).
GPT_HANDOFF_REVIEWER_MODENoSet to 'fake' to use fake reviewer mode without API key, or 'real' for live mode.

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
ask_gpt_next_stepC

Ask the GPT reviewer for a strict JSON next-step recommendation.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

C2.4/5.0

Scored across 1 tool

Disambiguation5/5

With only one tool, there is no possibility of confusion with other tools. The tool's purpose is distinct by default.

Naming Consistency3/5

The single tool name is clear and uses a verb_noun pattern, but with no other tools to establish a pattern, consistency cannot be fully assessed.

Tool Count1/5

A single tool is insufficient for a handoff workflow; it suggests a trivial surface that is likely to cause agent dead ends.

Completeness1/5

The server provides only a next-step recommendation tool, missing obvious related operations like context retrieval, output handling, or workflow control.

Maintenance

ActivityInactive
ResponsivenessNo issues