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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": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_datasetsA

Search a Socrata portal's catalog by keyword. Returns dataset ids, names, and descriptions. Use the returned id with get_schema/query_dataset.

get_schemaA

Get a dataset's name, description, and column names/types. Call this before querying so column names in SoQL clauses are exact.

query_datasetA

Run a SoQL query against a dataset. Clauses mirror SQL: e.g. select='borough, count(*) as n', where="created_date > '2026-01-01'", group='borough', order='n DESC'. Rows are capped at 1000 per call.

profile_columnA

Show the most frequent values of one column with counts — a quick way to learn a column's vocabulary before writing a where clause.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4.2/5.0

Scored across 4 tools

Disambiguation5/5

Each tool has a clearly distinct role: searching for datasets, retrieving schema details, executing queries, and profiling column values. There is no overlap or ambiguity in purpose.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (search_datasets, get_schema, query_dataset, profile_column), making the API predictable and easy to navigate.

Tool Count5/5

With only 4 tools, the server is well-scoped for its purpose of exploring and querying Socrata datasets. Each tool is essential and contributes to a cohesive workflow.

Completeness5/5

The tool set covers the full lifecycle of dataset exploration: discover datasets, inspect schema, query data, and understand column vocabulary. No critical operations are missing for the stated purpose.

Maintenance

ActivitySlowing
ResponsivenessNo issues