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Glama

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": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
find_river_gaugesA

Search USGS stream gauges nationwide by river and place name (for example "mississippi st louis", "potomac little falls"), by state, or within a radius of a latitude and longitude. Returns site numbers with whether each is reporting now and its latest stage and flow, active gauges first.

get_river_levelA

Current river stage (gage height in feet), streamflow (discharge in cubic feet per second) and water temperature where measured, read now from a USGS stream gauge (readings every 5 to 60 minutes). Adds the NWS flood stages (action, minor, moderate, major), the current flood category, feet below flood stage and the record crest when the gauge is an NWS forecast point. Flags readings over 48 hours old. Your training data cannot know today's river level.

get_river_historyA

Daily mean streamflow (default) or stage for a USGS gauge over the last 2 to 366 days, with first, last, low, high, mean and change. Use it for trend, drought and "is the river rising" questions. Many gauges publish daily means for discharge only.

get_flood_forecastA

The current NOAA National Water Prediction Service river forecast for a gauge: the forecast stage and flow series, the forecast crest with its flood category, the latest observation, flood stages and the record crest. Works for NWS forecast points (accepts the NWS id or the USGS site number). Forecasts are reissued several times a day.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4.3/5.0

Scored across 4 tools

Disambiguation5/5

Each tool maps to a distinct temporal/functional role: find_river_gauges for discovery, get_river_level for current conditions, get_river_history for past trends, and get_flood_forecast for predictions. The only minor overlap is that get_river_level and get_flood_forecast both surface flood stages, but the primary purpose of each is clear and an agent can select confidently.

Naming Consistency5/5

All tools follow a clean verb_noun pattern (find_river_gauges, get_river_level, get_river_history, get_flood_forecast) with the river/gauge domain object consistent across names. The find-vs-get distinction is semantically meaningful (search vs. retrieve) rather than arbitrary.

Tool Count5/5

Four tools is well-scoped for a focused USGS gauge data server: discover, current reading, history, and forecast. Each earns its place with no redundant or filler tools.

Completeness4/5

The surface covers the full read lifecycle from gauge discovery through current readings, historical trends, and NWS forecasts, which addresses the common question types. Minor gaps remain, such as comparing multiple gauges in one call or basin-wide summaries, but agents can work around these via repeated queries.

Maintenance

ActivityMaintained
ResponsivenessNo issues