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Uploadcare MCP by usefulapi

List groups

uploadcare_list_groups
Read-only

List file groups in the project (paginated envelope: next, previous, total, per_page, results). REST API: GET /groups/.

Input Schema

NameRequiredDescriptionDefault
limitNoGroups per page (max 1000). Default 100.
orderingNoSort order, e.g. datetime_created or -datetime_created (descending).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A4/5.0
Behavior4/5

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

readOnlyHint=true already covers the safety profile, so the bar is lower, yet the description adds the pagination envelope fields (next, previous, total, per_page, results) that the agent would otherwise not know since there is no output schema. It does not mention rate limits, auth, or default page size behavior.

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 states the operation, its pagination shape, and the underlying REST endpoint. Nothing is padded or buried.

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 no output schema, the description compensates by naming the envelope keys the response returns, and the endpoint mapping helps an agent reason about behavior. Minor gaps remain around ordering defaults and page-size interaction, but nothing essential to a correct call is missing.

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% (limit and ordering are both documented inline with ranges and examples), so the schema carries parameter meaning entirely. The description adds nothing about limit or ordering syntax, making the baseline 3 correct.

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 and resource ('List file groups in the project'), which cleanly separates it from the single-resource sibling uploadcare_get_group and from uploadcare_list_files. An agent can identify the operation without opening the schema.

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 by the verb 'List' and the paginated framing; the description never says when to choose this over get_group (single group) or list_files (individual files), nor any prerequisite. Adequate but leaves routing to inference.

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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