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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
CACHE_TTL_MSNoCache TTL (1 hour)3600000
OPENAI_MODELNoModel to use (gpt-5.2, gpt-4o, etc.)gpt-5.2
CACHE_MAX_SIZENoMax cached responses100
OPENAI_API_KEYYesYour OpenAI API key
RATE_LIMIT_RPHNoMax requests per hour1000
RATE_LIMIT_RPMNoMax requests per minute100

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
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
debateA

Runs a full multi-round debate loop where ChatGPT critiques content and suggests revisions. Returns structured issues, patches, and test recommendations.

gpt_critiqueB

Single-pass adversarial critique of content using ChatGPT. Identifies logical gaps, edge cases, security issues, and incorrect assumptions.

gpt_verifyA

Strict verification that previously identified issues have been resolved in revised content. Also detects any new issues introduced.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.8/5.0

Scored across 3 tools

Disambiguation4/5

gpt_critique and debate both involve critique, so there is some boundary overlap, but the descriptions clearly separate single-pass critique from a full multi-round debate loop. gpt_verify is distinctly focused on checking whether prior issues were resolved, making misselection unlikely.

Naming Consistency4/5

Two tools follow a gpt_<verb> pattern (gpt_critique, gpt_verify), while debate breaks the prefix pattern but still uses a single clear lowercase verb/noun. The naming is generally consistent and readable, with only the missing prefix creating minor inconsistency.

Tool Count5/5

Three tools is a tight, well-scoped set for a debate-focused server. Each tool covers a distinct mode—single critique, verification of revisions, and full multi-round debate—so none feel redundant or unnecessary.

Completeness5/5

The surface covers the core debate workflow: critique content, run a full debate loop with revisions and patch suggestions, and verify that issues are resolved. There are no obvious dead ends for an agent trying to critique, revise, and validate content.

Maintenance

ActivityInactive
ResponsivenessNo issues