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SimplyPrint: 3D Print Farm Management

list_scheduled_prints

Read-onlyIdempotent

List every print across the account that is waiting for a scheduled start time, soonest first. Use this for "what is scheduled tonight", "do I have anything queued up for tomorrow", or before rescheduling/cancelling so you can name the right printer. Returns printer, filename, scheduled_for and who scheduled it. Prints already released and starting are NOT listed here - use get_farm_overview for those.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageYes
page_sizeYes
printer_idsNo

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already mark this as read-only, idempotent, and non-destructive, so the description's job is to add contextual behavior. It adds meaningful behavioral detail: it lists only waiting prints, sorts soonest first, excludes released/starting prints, and states exactly which fields are returned. This goes beyond the annotation safety profile without contradicting it.

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 tight and front-loaded: core purpose first, then concrete use cases, then return fields, then an explicit exclusion. Every sentence earns its place, and there is no redundant restating of the tool name or annotations.

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?

For a simple read-only list tool with no output schema, the description provides the key missing output fields, ordering, scope, and exclusion. The main gap is that pagination parameters are required but their effect on 'every print' is not clarified, and the optional printer_ids filter is not described. Still, the overall invocation context is largely 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%, so the description must compensate for the schema's lack of parameter documentation. It does not explain page, page_size, or printer_ids at all, nor does it mention pagination behavior or why printer_ids would be used. The phrase 'across the account' hints at the default scope, but the required page/page_size semantics are left entirely to the agent.

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 uses a specific verb ('List') and a clear resource ('scheduled prints') with scope ('every print across the account') and ordering ('soonest first'). It explicitly differentiates itself from get_farm_overview, which covers released and starting prints, so an agent can disambiguate the tool immediately.

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?

The description gives concrete use cases ('what is scheduled tonight', 'do I have anything queued up for tomorrow', before rescheduling/cancelling) and tells the agent when NOT to use it: 'Prints already released and starting are NOT listed here - use get_farm_overview for those.' This provides explicit when/when-not guidance and names the alternative.

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

B3.1/5.0
Disambiguation3/5

Most tools are clearly separated by resource and action, but several overlapping queue-related tools exist—get_next_queue_item vs get_next_queue_items_for_printers, list_queue vs list_pending_queue_items, and inspect_printer_queue—which could cause misselection. list_custom_fields vs list_custom_fields_for and add_to_queue vs create_print_job add further ambiguity.

Naming Consistency4/5

Names overwhelmingly follow a verb_noun snake_case pattern with consistent resource nouns like print_job, queue_item, folder, and filament. Minor inconsistencies exist, such as add_to_queue vs create_folder/create_print_job, save_queue_group vs update/create, and the slightly odd home_printer and send_back_for_revision.

Tool Count1/5

With 74 tools, this is far beyond the recommended MCP server size and makes the toolset unwieldy to navigate, even for a broad domain. This clearly falls into the extreme 50+ tool category.

Completeness3/5

Core operational workflows—queue, print jobs, files, filament, and printer control—are well represented. However, printer lifecycle management is missing (no add/update/delete printer), and maintenance management is limited to a read-only dashboard with no corresponding actions.