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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
RESPLENS_CACHENoOverride the directory used to cache downloaded data files (default is ~/.cache/resplens/).

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
}

Tools

Functions exposed to the LLM to take actions

NameDescription
describe_measuresA

List the measures (with their source, pathogens, and region types) and the reliability flag codes.

describe_stateA

Coverage dates, flag thresholds, ED regions (HSAs), and wastewater sites for one state.

get_seriesB

Weekly values of one measure, latest published versions, with a reliability flag for every week.

start and end bound the weeks returned (inclusive).

check_reliabilityA

Summarize recent data quality across hospital, ED, and wastewater sources, with plain-language caveats.

get_revisionsA

How one week's value changed across CDC releases: first value, latest value, and each change.

The first call for a state downloads its revision history, which can take a minute.
get_as_ofC

The series exactly as it had been published on a past date, for real-time backtests and audits.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.5/5.0

Scored across 6 tools

Disambiguation4/5

The tools mostly have clearly distinct roles: metadata discovery, state metadata, series retrieval, reliability summaries, revisions, and point-in-time snapshots. However, get_series, get_revisions, and get_as_of all return series-like values and require careful reading to choose correctly.

Naming Consistency4/5

All names use snake_case and are generally verb-first, making the set readable and predictable. The verbs vary between describe, get, and check, and get_as_of is slightly less parallel than the other names.

Tool Count5/5

Six tools is well-scoped for a focused public-health data server. Each tool covers a distinct stage of the workflow: discovery, retrieval, quality assessment, revision history, and historical backtesting.

Completeness4/5

The surface covers measure discovery, state metadata, weekly series, reliability caveats, revisions, and as-of queries, which is strong lifecycle coverage for this domain. A minor gap is the lack of an explicit list_states or region-enumeration tool, though agents can likely work around it.

Maintenance

ActivityMaintained
ResponsivenessNo issues