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amanharshx
by amanharshx

projects_get

Read-only

Retrieve details for a single Ultralytics project by slug, owner/slug, or ul:// URI, including metadata for inspection in the platform.

Instructions

Get details for one project by slug, owner/slug, or project ul:// URI.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectYesProject ref by slug, owner/slug, or ul:// URI.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changedv0.1.15
    • addedInput schema / additionalProperties
      Added value: +false
  2. Changed1 schema field changedv0.1.12
    • changedInput schema / properties / project / description
      Previous value: -"Project ref by id, slug, username/slug, or ul:// URI."New value: +"Project ref by slug, owner/slug, or ul:// URI."
  3. Changed1 schema field changedv0.1.6
    • addedInput schema / properties / project / description
      Added value: +"Project ref by id, slug, username/slug, or ul:// URI."
  4. First observedv0.1.0

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds only the accepted identifier formats; it says nothing about behavior on a missing/ambiguous ref (error vs empty), auth requirements, or output shape, so it adds modest value beyond the 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?

One short sentence, front-loaded with the verb and resource, with the identifier forms appended. No filler or redundancy.

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 single-parameter read tool with annotations covering the safety profile, this is largely complete; no output schema exists but none is needed. The only gap is the absence of any routing guidance against the many sibling get/list/explore tools.

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 single 'project' parameter is already documented as 'Project ref by slug, owner/slug, or ul:// URI.' The description essentially repeats that wording, adding no new semantics, so 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?

States a specific verb ('Get') and resource ('one project'), and identifies the accepted identifier forms (slug, owner/slug, ul:// URI). It implicitly contrasts with list-style siblings like projects_list and explore_projects by saying 'one project', but never names an alternative explicitly.

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: an agent can infer this is for fetching a single project's details. There is no stated when-to-use vs when-not, no mention of when to prefer projects_list or explore_projects, and no prerequisites called out.

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