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engineersonal

Panaya MCP Server

panaya_defects

List, retrieve, create, update, delete, and search Panaya defects. Provides a unified interface for all defect management operations via the Panaya REST API.

Instructions

Unified tool for defects operations

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idNoEntity identifier. Required for get, update, and delete.
dataNoRequest body for create and update operations.
queryNoSearch payload for search operations.
actionYesOperation to perform against the Panaya entity.
projectIdNoOptional project filter for list operations.
paginationNoOptional pagination helper for list and operation actions.
pathParamsNoPath parameters for Swagger operation calls.
operationIdNoSwagger operationId. Required when action is operation.
queryParamsNoQuery string parameters for Swagger operation calls.
Behavior1/5

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

No annotations are present, and the description discloses no behavioral traits such as side effects, permission requirements, pagination behavior, or what happens on create/delete. The term 'unified' is uninformative and fails to carry the burden left by missing annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely short, but this is under-specification rather than conciseness. The single sentence provides no substantive information and does not earn its place; it merely restates the tool's domain.

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

Completeness1/5

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

For a tool with 9 parameters, nested objects, and an enum of seven actions, the description is completely inadequate. There is no output schema, no mention of return values, and no context about how the unified interface dispatches to different operations.

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?

The input schema provides descriptions for all 9 parameters (100% coverage), so baseline is 3. The description itself adds no parameter semantics beyond what the schema already offers, but the schema is sufficient to understand each parameter's purpose.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Unified tool for defects operations' is essentially a restatement of the tool name with the vague addition of 'operations'. It fails to specify any concrete actions (list, create, update) or how it relates to the sibling tools beyond naming the same entity.

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 is provided on when to use this tool versus alternatives like panaya_requirements or panaya_tests. The description does not mention prerequisites, exclusions, or scenarios where one action over another is appropriate.

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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