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Glama

List cases

list_cases
Read-only

Return case metadata (no full task prompts): pair_id/id, axis, tier, grounding, and side indicators (malign/benign for axes 1/2/4; null for axis 3). Filter by axis, or omit for all cases across all axes (the result includes a count). Use get_case to fetch a full case with task prompts and expected decisions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
axisNoAxis to filter by: refusal-calibration | sanctioned-path | orchestration | escalation-reroute

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.5/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations provide readOnlyHint=true, and the description further explains that the tool returns only metadata, not full task prompts, and enumerates returned fields. No contradictions with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences, front-loads the core function, and includes no extraneous information. Every sentence adds value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the simple single-parameter tool with read-only annotations and a clear sibling relationship, the description fully covers the necessary context: what is returned, how to filter, and when to use an alternative.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description adds context about omitting the axis parameter to get all cases, which is helpful but doesn't go beyond what the schema's enum and description already convey.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description explicitly states the tool returns case metadata with specific fields (pair_id/id, axis, tier, grounding, side indicators), and distinguishes itself from get_case by noting it lacks full task prompts. The verb 'return' and resource 'cases' are clear.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explains when to use this tool (to get metadata) and when to use an alternative ('Use get_case to fetch a full case'). It also clarifies filtering by axis or omitting for all. However, it doesn't explicitly state when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A4.5/5.0
Disambiguation5/5

Each tool has a distinct purpose: compare_models compares two profiles, get_case retrieves a full case, get_methodology explains the benchmark design, get_results returns calculation profiles, and list_cases lists metadata. No overlap or ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (compare_models, get_case, get_methodology, get_results, list_cases) using underscores and imperative verbs.

Tool Count5/5

5 tools is well-scoped for a benchmark analysis server. Each tool covers a necessary function without being excessive or lacking.

Completeness5/5

The tool set covers the full lifecycle of exploring the benchmark: listing cases, retrieving details, understanding methodology, accessing results, and comparing models. No obvious gaps given the read-only purpose.