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Upendrasengar

bitbucket-server-mcp

manage_labels

Add or remove labels from a Bitbucket repository to organize and categorize issues and pull requests.

Instructions

Manage repository labels. Actions: "add" (create a new label), "remove" (delete a label).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesLabel name.
actionYesOperation to perform.
projectNoProject key. Defaults to BITBUCKET_DEFAULT_PROJECT.
repositoryYesRepository slug.
Behavior1/5

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

Annotations set 'destructiveHint: false', but the description explicitly mentions deleting labels ('remove' action). This contradicts the annotation, misleading an agent about the tool's destructive nature.

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?

Single sentence with no unnecessary words. Front-loaded with verb and resource, then enumerates actions compactly.

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

Completeness3/5

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

Lacks details on return values, error handling, or permissions needed. For a mutation tool with no output schema and contradictory annotations, more context would be beneficial.

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%, so parameters are documented. The description adds clarification for the 'action' enum values ('add'/'remove' meanings), but does not enrich other parameters beyond schema descriptions.

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 the tool's action ('Manage repository labels') and lists the two specific operations ('add' and 'remove'), which distinguishes it from read-only siblings like 'list_labels'.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives (e.g., 'list_labels' for viewing). No explicit when-not-to-use or context for selecting between 'add' and 'remove'.

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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