Skip to main content
Glama

Awareness — Memory, Knowledge & Agent Markets

awareness_agent_detail

Read-only

Get the full detail page of one Agent Memory Market listing.

Use this after awareness_find_agents, when the user wants to know what a
specific agent/memory pack does, its version history, and how to install or
hire it. Public endpoint — no API key required.

Args:
    id_or_slug: The listing id or slug from a search result.

Returns:
    The listing detail (title, description, category, pricing, versions,
    install instructions) plus its `url` and `market_url`.

Input Schema

NameRequiredDescriptionDefault
id_or_slugYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so safety and network reach are known. The description adds genuinely new operational context: it is a public endpoint requiring no API key, and it enumerates what the response contains (title, description, category, pricing, versions, install instructions, url, market_url). It does not mention rate limits or pagination, keeping it short of a 5.

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

Conciseness4/5

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

Front-loaded with the one-line purpose, then usage, then Args and Returns sections — a structure an agent can parse quickly with no filler sentences. The Returns block is slightly redundant with the opening sentence but earns its place given there is no output schema.

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?

With one required parameter, no output schema, and lightweight annotations, the description covers everything needed: what it fetches, when to call it, where the argument comes from, that no auth is needed, and what comes back. Nothing an agent needs in order to call it correctly is missing.

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

Parameters4/5

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

Schema coverage is 0% for the single parameter, so the description must carry the meaning — and it does, clarifying that id_or_slug accepts either a listing id or a slug and that the value comes from a prior search result. It still doesn't show format examples (e.g. slug pattern) but adds clear value beyond the bare 'Id Or Slug' string property.

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?

States a specific verb and resource ('Get the full detail page of one Agent Memory Market listing') and contrasts with the search-oriented sibling awareness_find_agents, which it explicitly names as the prior step. An agent can tell this apart from awareness_find_agents or awareness_related without opening any schema.

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

Usage Guidelines5/5

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

Gives an explicit sequencing rule ('Use this after awareness_find_agents') plus the user intents that select it: knowing what a pack does, its version history, and how to install or hire it. That is concrete when-to-use guidance tied to a named alternative, leaving little to inference.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources