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Curated

Find live lists

find_lists
Read-onlyIdempotent

Search live Curated lists by topic, title, or curator handle. Returns exact slugs; use get_list_items to read one.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesWhat the user is looking for.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, so safety is covered. The description adds that results are 'live' lists and that it returns exact slugs, which is useful context, but it says nothing about result count, ranking, or whether the query matches across all three fields simultaneously.

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?

Two short sentences, front-loaded with the action and resource, second sentence pointing to the natural follow-up tool. No waste.

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?

Covers purpose, follow-up tool, and result form (slugs). For a single-parameter read tool with full annotations this is nearly complete, though the find_lists vs. search_lists ambiguity remains unaddressed.

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

Parameters3/5

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

Schema coverage is 100% with a single documented 'query' parameter, so the schema carries the burden. The description adds that query matches topic, title, or curator handle, which is marginal value beyond the schema's generic description.

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 (Search) and resource (live Curated lists) with scope (topic, title, curator handle), and distinguishes from siblings by naming get_list_items as the drill-down tool. An agent can select it without opening a schema.

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

Usage Guidelines4/5

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

Explicitly routes to get_list_items when the agent needs to read a specific list, and implies search-first usage. However, it doesn't clarify why find_lists differs from search_lists, a sibling that likely overlaps heavily, so the exclusion set is incomplete.

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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