Skip to main content
Glama
mshegolev

harbor-registry-mcp

harbor_list_projects

Read-onlyIdempotent

List Harbor projects sorted by repository count to discover which projects exist. Use pagination to retrieve all projects across pages.

Instructions

List Harbor projects, sorted by repository count (descending within the page).

Use this first to discover which Harbor projects exist before drilling in with harbor_list_repos / harbor_list_artifacts.

Pagination: if has_more is True, call again with page + 1. Note that sorting is per-page — agents that need a global ranking should aggregate across pages.

Returns: dict with keys projects_count / page / page_size / has_more / next_page / projects (list).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based).
page_sizeNoItems per page (1-100).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
projects_countYes
pageYes
page_sizeYes
has_moreYes
next_pageYes
projectsYes
Behavior5/5

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

Annotations already indicate readOnly, destructive, idempotent, and open-world hints. The description adds crucial behavioral context: sorting is per-page, pagination logic, and return structure, which goes beyond annotations.

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?

Description is concise (about 6 sentences) and well-structured. Front-loaded with main purpose, then usage guidance, pagination details, sorting caveat, and return format. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the presence of annotations covering safety and idempotency, and an output schema (implied by return key listing), the description fully covers purpose, usage, pagination, sorting nuance, and return structure for a list tool.

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% with good parameter descriptions. The description adds some context about per-page sorting affecting results, but does not significantly enhance parameter understanding beyond what the schema provides. Baseline 3 is appropriate.

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?

The description clearly states 'List Harbor projects' with a specific verb and resource. It distinguishes from siblings by indicating it should be used first before harbor_list_repos and harbor_list_artifacts.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly says 'Use this first to discover which Harbor projects exist before drilling in with harbor_list_repos / harbor_list_artifacts.' Also provides pagination instructions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/mshegolev/harbor-registry-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server