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Lim

query_limad

Read-only

Find LimAd records - pass id for one record, or query for a filtered list.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idNoFetch one record by id; omit to query many
skipNoRecords to skip before the first result; 0 or more.
sortNoSort field; '-' prefix for descending
limitNo1-500; defaults to 50. Out-of-range values are clamped.
queryNoMongoDB-style filter, e.g. {"status": "active"}
fieldsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds the single-vs-list duality, but that is also spelled out in the id parameter schema ('omit to query many'), so incremental behavioral value is modest; pagination, clamping, and return shape are left to the schema or unstated.

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 well-formed sentence that front-loads the resource and packs both operating modes into one dash-separated clause. No wasted words; slightly terse but efficiently structured.

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 6 parameters, a nested query object, no output schema, and 83% schema coverage, the description covers the two main modes adequately. But it is silent on the fields parameter (undocumented in schema) and does not hint at the MongoDB-style query semantics that the schema only partially explains.

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 description coverage is high (83%), so the schema already documents id, skip, sort, limit, and query. The description reinforces the id/query distinction but adds no format or syntax detail beyond the schema, fitting the baseline of 3 when structured data carries the load.

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?

States a specific verb (Find) and resource (LimAd records), and clarifies the two operating modes: single-record fetch via id versus filtered list via query. It does not explicitly distinguish itself from the many sibling query_lim* tools, but the resource name and mode split make its purpose unambiguous.

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?

Provides mode-selection guidance ('pass id for one record, or query for a filtered list'), which is a form of usage instruction. However, it offers no when-to-use/when-not context relative to the ~45 sibling query tools and no prerequisites or exclusions.

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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