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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
EXA_API_KEYNoAPI key for Exa to ground world doubts with real evidence.
FIREWORKS_API_KEYNoAPI key for Fireworks to enable panel of model families for doubt resolution.
OPENROUTER_API_KEYNoAPI key for OpenRouter as fallback when sampling is unavailable.
DESCARTES_PANEL_SIZENoMaximum number of models in the panel for live path (optional).

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
doubtA

Doubt every decision in a plan, doubt the doubts, and answer each from real evidence — codebase context for code doubts, Exa for world doubts — or flag it for the human. Iterate until the plan produces no new load-bearing doubt (convergence). 20 is a hard ceiling, never a target.

Args: prompt: the task / plan to harden. context: real evidence (paste relevant files, types, tests, notes) used to resolve code doubts without guessing. max_passes: convergence ceiling (clamped to 20).

Returns: {passes_used, converged, plan, doubt_log, needs_user, engine, open_doubts}

groundB

Exa deep search -> cited, confidence-scored facts (used inside the loop). Low confidence is reported as UNKNOWN and never asserted.

verdictA

Gate a doubt() result. Proceed only if the plan converged with no open load-bearing doubt remaining; otherwise return the blocking questions.

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 3 tools

Disambiguation5/5

Each tool serves a distinct role: doubt handles the iterative planning and doubt resolution, ground performs factual retrieval, and verdict gates the output. No overlap in functionality.

Naming Consistency3/5

Names are single words but mix verb and noun forms ('ground' as verb, 'verdict' as noun) without a consistent pattern like verb_noun.

Tool Count4/5

Three tools is minimal but well-scoped for the plan hardening domain, covering the main loop, evidence gathering, and output gating without apparent bloat.

Completeness4/5

The tool set covers the core workflow: iterative doubt resolution (doubt), external fact retrieval (ground), and a validation gate (verdict). Minor gaps like plan editing are absent but the core loop is complete.

Maintenance

ActivityStale
ResponsivenessNo issues