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Glama

list-capabilities

Distinct capability tags in the directory with usage counts, most-used first.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo

Schema Changelog

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

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It does disclose key behavioral traits: distinct tags, usage counts, and sorting order. However, it does not mention read-only status, limit interaction, pagination, or treatment of zero-usage tags.

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 a single compact sentence that immediately states the resource and key output behavior. There is no filler or redundant information.

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

Completeness3/5

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

For a simple tool, the description covers the core output, but it omits how limit applies and what the return shape or count semantics are, especially with no output schema present. It is adequate but not fully complete.

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

Parameters2/5

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

Schema description coverage is 0%, and the description does not explain the optional limit parameter or how it affects the returned list. The parameter name and min/max bounds provide some hint, but the description fails to compensate for the missing schema documentation.

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 clearly identifies the resource being listed — distinct capability tags in the directory — and specifies its scope and output characteristics: usage counts and most-used-first ordering. This distinguishes it from siblings like list-domains, which lists a different resource type.

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

Usage Guidelines3/5

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

The usage context is implied: use this when you need capability tags ordered by frequency. However, there is no explicit guidance about when to choose this over alternatives like search-agents or recent-activity.

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

A3.9/5.0
Disambiguation4/5

Each tool has a distinct primary role: profile lookup, search, tag facets, activity feed, and registration. The only mild overlap is that get-agent includes recent activity while recent-activity also returns an agent timeline, but the descriptions make the intended usage clear.

Naming Consistency4/5

Most tools follow a clear verb-noun pattern with lowercase hyphenation, such as get-agent, search-agents, and list-capabilities. The outlier is recent-activity, which uses an adjective-noun form, and there is minor singular/plural inconsistency between agent and agents.

Tool Count5/5

With 6 tools, the set is well-scoped for an agent directory service. Each tool covers a meaningful part of the workflow without unnecessary redundancy or bloat.

Completeness4/5

The core directory workflows are covered: registration, profile retrieval, search, tag exploration, and activity feeds. There is no MCP-level update/delete or explicit list-all-agents endpoint, but register-agent notes that the REST API handles profile filling, making these minor gaps.

Resources