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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
FUGU_BASE_URLNoOpenAI-compatible base URL. Requests go to <base>/chat/completions.https://api.sakana.ai/v1
SAKANA_API_KEYNoSent as Authorization: Bearer <key>. Optional at startup; required when calling tools.
FUGU_TIMEOUT_MSNoPer-request timeout in milliseconds. Orchestrators are slow; the default is generous.120000
FUGU_DEFAULT_MODELNoModel used when a tool call omits model.fugu-ultra

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
}

Tools

Functions exposed to the LLM to take actions

NameDescription
ask_fuguA

Ask Sakana Fugu (a separate orchestration LLM) for a second opinion on a HARD, SELF-CONTAINED problem, or to cross-check your own reasoning with a different model. Good for: a tricky algorithm/proof, a thorny design trade-off, a 'is my approach sound?' gut-check, or a multi-model panel on a discrete question. The prompt MUST contain all needed context — Fugu cannot see the repo, files, or this conversation. Do NOT use it for interactive or iterative repo work, multi-step edits, running commands, or anything that needs to read/modify local files — do that yourself. Calls can be slow (tens of seconds).

fugu_second_opinionA

Get a rigorous SECOND OPINION from Sakana Fugu (a separate LLM) on a discrete piece of work. Provide the content to review (code, diff, answer, design, or plan) and a specific question. Fugu acts as a skeptical senior reviewer and returns concrete issues, risks, and improvements. Best for cross-checking your own output with a different model on a self-contained artifact. All needed context must be in content — Fugu cannot see the repo or this conversation. Do NOT use it for interactive/iterative repo work or anything needing local file access. Calls can be slow.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.7/5.0

Scored across 2 tools

Disambiguation2/5

Both tools serve essentially the same purpose—getting a second opinion from Sakana Fugu. The descriptions differ slightly in phrasing but offer the same core functionality, making it unclear when to use one versus the other.

Naming Consistency2/5

Tool names are inconsistent: 'ask_fugu' follows a verb_noun pattern, while 'fugu_second_opinion' uses a noun_adjective pattern. Mixed naming conventions reduce predictability.

Tool Count2/5

With only two tools covering a single niche (second opinions), the set feels unnecessarily thin. The functionality could easily be served by one well-designed tool.

Completeness1/5

The tool surface is severely incomplete for any meaningful server scope. Not only is there no variety of operations, but the two tools overlap almost entirely, leaving no discernible domain coverage beyond a single redundant capability.

Maintenance

ActivityInactive
ResponsivenessNo issues