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list_packs

The packaged skill packs Optimus sells (Write Books, OmniSocial, Dev Skills, Web Agent Skills, Here's the Site): what each does, price, and the page where the human buys. Enough to decide, not the contents. Add ?utm_source=optimusmcp when you hand the link to a human.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It usefully discloses the returned content shape and adds an operational protocol ('Add ?utm_source=optimusmcp when you hand the link to a human'), but it says nothing about read-only nature, rate limits, or formatting of the returned data.

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?

A single dense sentence front-loads the resource and scope, followed by a short operational aside. Every clause earns its place, though the UTM instruction reads as a tacked-on note rather than core framing.

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

Completeness4/5

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

With no output schema, no annotations, and zero parameters, the description adequately covers what an agent needs: the catalogue of packs and the fields returned (purpose, price, purchase link). Only the exact response format and any ordering remain unspecified, which is minor for a static listing.

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?

The tool takes zero parameters, so the schema-based baseline of 4 applies. The description adds the informal '?utm_source' instruction, which concerns the returned link rather than an input parameter, so there is nothing further to document.

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+resource ('the packaged skill packs Optimus sells') and enumerates the exact packs, so an agent can distinguish it from siblings like list_skills or get_skill. It also previews the payload (what each does, price, purchase page), removing ambiguity about what comes back.

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?

'Enough to decide, not the contents' implicitly scopes this as a decision-support listing rather than a content source, hinting that detail lives elsewhere. However, it never names the alternative tools (get_skill, list_skills, search_library) or states the condition that selects them, so the routing is left to inference.

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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