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Crawlora MCP

sevennow_search

Read-only

One 7NOW store's keyword search results: matching products and combo deals with pricing, live availability, and a sponsored-brand facet list.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesRequired. Keyword search term.
skipNoPagination offset. Defaults to 0.
limitNoMax results returned, 1-50. Defaults to 20.
store_idYesRequired. 7NOW store id, from GET /7now/stores.

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

A3.5/5.0
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 useful output context ('live availability', 'sponsored-brand facet list'), but discloses nothing about rate limits, auth needs, or how it differs behaviorally from other reads; with annotations carrying the safety burden, this is a baseline 3.

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 sentence with no filler, and the key scope (one store) is front-loaded. It loses a point only because it is a noun fragment rather than a clean verb-led statement and omits any usage cue.

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?

With a full output schema, 100% parameter coverage, and annotations covering the read-only/open-world profile, the description supplies enough to call the tool correctly. The only real gap is the absence of sibling differentiation, which is minor for a straightforward store-scoped search.

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 100%, so all four parameters (q, skip, limit, store_id) are already documented in the schema, including defaults and the limit range. The description adds no syntax, format, or filtering semantics beyond what the schema provides, so the 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?

The description conveys a keyword search scoped to a single 7NOW store and specifies what is returned (products, combo deals, pricing, availability, sponsored facets). However, it is phrased as a noun-like summary of results rather than a clear action, and it never distinguishes itself from siblings like sevennow_suggest or sevennow_catalog.

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?

Usage is only implied: 'keyword search' tells an agent the input is a query and store_id is needed. There is no explicit when-to-use statement, no when-not-to-use, and no routing to alternative tools such as sevennow_suggest for autocomplete or sevennow_product for direct lookups.

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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