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Crawlora MCP

sevennow_suggest

Read-only

7NOW search-term completions for a partial query, no store required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesRequired. Partial search term, at least 3 characters.
verticalNoWhich search index to complete against. One of: convenience, restaurant, global. Defaults to convenience.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds the useful behavioral note that no store context is needed, which is meaningful for a delivery app, but says nothing about result format or limits.

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?

A single front-loaded sentence with zero filler. Every clause carries information: what it returns (completions), for what input (partial query), and its scope advantage (no store required).

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?

An output schema exists, so return values need not be described, and annotations carry the safety profile. For a two-parameter suggest tool the description is nearly complete, though it could name the search sibling it replaces.

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%, so both parameters (q and vertical) are already fully documented in the schema. The description's 'partial query' phrasing matches q but adds no syntax or meaning beyond what the schema provides; baseline 3 applies.

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+resource: 'search-term completions for a partial query', which clearly identifies it as an autocomplete/suggest tool. The clause 'no store required' implicitly distinguishes it from the heavier sevennow_search sibling, though it never names that alternative outright.

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?

'No store required' hints at when this is usable (without store context) versus store-bound siblings, but there is no explicit when-to-use/when-not guidance or named alternative. Usage is implied rather than stated.

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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