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Glama
inity13

ScenarioSim MCP

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
}

Tools

Functions exposed to the LLM to take actions

NameDescription
run_scenarioA

Main simulation tool. Deterministic what-if projection from a template or a free-form 'metrics' model. Returns projections, key_results, assumptions_used, methodology, notes, and a plain-language explanation. 100% deterministic.

sensitivity_analysisA

Vary one or more inputs and show the impact on a target output metric (one-at-a-time). Returns per-variable sweeps, elasticity estimates, output ranges, and the most influential inputs.

break_evenA

Solve for the input value required to make an output metric reach a target value (bisection). Returns the required input, change from baseline, achieved metric, and residual.

compare_scenariosA

Run 2-3 scenarios and compare their key_results side by side with deltas vs the first (baseline). Optionally rank on 'compare_metric' with 'goal' (max|min).

list_templatesA

List all pre-built scenario templates (inputs, defaults, outputs) plus the custom-scenario format and period labels.

health_checkB

Server health, version, and capabilities.

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 6 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: run_scenario for single projections, sensitivity_analysis for one-at-a-time input variation, break_even for solving target values, compare_scenarios for side-by-side comparisons, list_templates for discovering available models, and health_check for server status. No two tools overlap in functionality, so an agent can unambiguously select the right one.

Naming Consistency4/5

All tool names use lowercase snake_case, which is consistent and predictable. Most follow a verb_noun pattern (run_scenario, compare_scenarios, list_templates), though sensitivity_analysis and health_check are noun-based. This slight deviation from a pure verb-first convention is minor and doesn't hinder readability.

Tool Count5/5

With 6 tools, the server is well-scoped for a scenario simulation domain. Each tool covers a distinct aspect (running, comparing, sensitivity, break-even, template discovery, health), and none feel redundant or missing. This is an appropriate size for the intended functionality.

Completeness4/5

The tool set covers the core simulation lifecycle: discover templates, run a scenario, compare variants, perform sensitivity analysis, and solve for break-even points. A minor gap is the lack of explicit tools for creating or modifying templates, but since run_scenario supports free-form models and list_templates documents the format, users can work around this limitation.

Maintenance

ActivitySlowing
ResponsivenessNo issues