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List Reviews

listReviews
Read-onlyIdempotent

List Reviews

Retrieve project reviews with facet, source, location, score, and tag filters, optional sorting by rating or timestamps, and calendar bounds on a chosen review datetime column.

List endpoints are paginated. Use the page and limit query parameters to paginate through results (at most 30 records per page). Check the pagination object in the response (current_page, last_page, total) to determine if more pages exist and whether to continue fetching.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoWhich page of results to return (1 is the first page). Omit this field or use 1 for the first page. Accepts minimum 1.
limitNoMaximum number of records to return. Accepts an integer from 1 to 30.
scoreNoNumeric rating score for the review. Accepts an integer from 1 to 5.
filterNoReview list facet aligned with console filters (non-duplicates unless duplicate is selected).
date_toNoInclusive upper calendar date (YYYY-MM-DD) for the column chosen by date_key; must be on or after date_from when both bounds are provided.
date_keyNoReview datetime column paired with date_from and date_to (defaults to created_at when omitted).
sort_dirNoSort direction applied when sort_key is set (defaults to desc when omitted).
sort_keyNoReview attribute to sort by; omit to use newest-first by creation time.
tag_slugNoURL-friendly identifier for the review tag.
date_fromNoInclusive lower calendar date (YYYY-MM-DD) for the column chosen by date_key, defaulting to created_at when date_key is omitted.
source_idNoIdentifier for the source system or review platform.
location_idNoUnique numeric identifier for the location.
source_slugNoFilter reviews by source slug.
source_uuidNoFilter reviews by source UUID.
location_slugNoURL-friendly identifier for the location.
location_uuidNoFilter reviews by location UUID.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
codeNoShort code or application-level status code for this resource.
dataNoResponse payload for the request.
successNoIndicates whether the request completed successfully.
paginationNoPagination metadata for list responses.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds genuine value beyond those annotations by disclosing pagination mechanics (max 30 records per page) and how to detect remaining pages via the pagination object. It does not contradict any annotation.

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?

The description is two tight paragraphs with no filler. The purpose is front-loaded in the first sentence, and the pagination detail is placed in a separate paragraph that earns its space. Slightly more structure (e.g., naming the sibling alternative) could push it higher, but it is efficient as written.

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?

For a 16-parameter tool with an output schema and 100% schema coverage, the description covers the key behavioral aspects an agent needs: the filterable dimensions, sorting options, date-key selection, and pagination flow. The output schema handles return values, so nothing essential for correct invocation is missing, though sibling differentiation would improve it.

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 the baseline is 3. The description does add a light summary of the filter dimensions (facet, source, location, score, tag) and references page/limit and date_key, but it largely restates what the schema already documents in detail. It adds marginal value without compensating for any gap.

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 names a specific verb and resource ('Retrieve project reviews') and enumerates its capabilities: facet/source/location/score/tag filters, sorting by rating or timestamps, and calendar bounds on a chosen datetime column. This clearly distinguishes a general review-listing operation from create/update/delete siblings, though it does not explicitly differentiate it from the closely related listCustomerReviews sibling, so it stops short of a 5.

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?

The pagination paragraph gives practical 'how to use' guidance (page/limit, 30-record cap, check pagination object), and the filter list implies a general-purpose listing role. However, there is no explicit when-to-use versus when-not-to guidance, especially against the near-identical listCustomerReviews sibling, so usage is only 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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