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Profullstack: List Library of Congress Collections

profullstack_loc_list_collections
Read-onlyIdempotent

[Profullstack] List or search Library of Congress digital collections.

Served by Profullstack (https://profullstack.com/mcp).

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "profullstack_loc_list_collections"
  }
}

Input Schema

NameRequiredDescriptionDefault
qNo
cursorNonext_cursor from a previous response
per_pageNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior2/5

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

Annotations already declare readOnly, idempotent, openWorld and non-destructive, so the safety profile is covered and the bar is lower. The description adds nothing behavioral beyond that — no pagination behavior, no rate or auth notes, no indication of result shape — and the second sentence is vendor attribution rather than disclosure.

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

Conciseness3/5

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

The purpose is front-loaded in a single clear sentence, which is good. The second sentence is pure marketing attribution that does not help an agent select or invoke the tool, so the definition is shorter than it looks but still contains filler.

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?

With three optional parameters, no output schema and weak schema coverage, the description would need to carry pagination and result-shape context; it carries none. It is barely sufficient because the tool is a simple read with no required inputs, but an agent cannot predict what a 'collection' record contains.

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 only 33%: cursor is documented in the schema, but q and per_page are bare. The description's 'search' wording weakly implies q is a search term, but it never explains q's matching behavior, per_page defaults or limits, or how cursor chaining works.

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

Purpose4/5

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

The description gives a concrete verb and resource: list or search Library of Congress digital collections. It is clear about the domain, but the phrase 'or search' overlaps with the sibling profullstack_loc_search, and no distinction between listing and searching is drawn.

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

Usage Guidelines2/5

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

There is no guidance on when to call this versus profullstack_loc_search or profullstack_loc_get_item, nor on when to pass q versus listing all. The agent must infer the calling context entirely from the tool name.

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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