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packagecloud MCP by usefulapi

List repositories

packagecloud_list_repositories
Read-only

List the package repositories of this account: name, fqname (user/repo, used by every other tool), privacy, package count and last push. include_collaborations adds repositories you collaborate on. GET /repos.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number, from 1 (default 1). Pass the previous reply's next_page.
per_pageNoResults per page (default 30; the server caps it at its own Max-Per-Page).
include_collaborationsNoAlso list repositories that belong to other accounts but that you collaborate on.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so safety is covered; the description adds real value by naming the exact payload fields returned and noting that fqname is the identifier every other tool expects. It does not discuss pagination limits or result-size behavior beyond what the schema states.

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?

Two tight sentences: the resource and its fields come first, the collaboration flag second, the underlying endpoint last. Dense but every clause carries information; only the trailing 'GET /repos' is arguably redundant.

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 listing the return fields, and pagination defaults live in the schema. An agent has what it needs to call and interpret the result, though result-size/pagination caveats could have been noted.

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 three parameters are already documented in the schema, including defaults and caps. The description restates include_collaborations without adding syntax or format detail beyond it, so the baseline 3 applies.

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 the package repositories of this account') and immediately enumerates the returned fields, which pins down scope against siblings like get_repository or search_packages. The mention of fqname being 'used by every other tool' usefully orients the agent within the toolset.

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 include_collaborations sentence clarifies one usage variation, but there is no explicit guidance on when to call this versus get_repository, list_packages, or search_packages. 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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