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engineersonal

Panaya MCP Server

panaya_cycles

Manage test cycles with CRUD operations including listing, searching, creating, updating, and deleting cycles, plus custom operations via Swagger.

Instructions

Unified tool for cycles 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 provided, and the description discloses no behavioral traits such as side effects, permissions, rate limits, or response structure. The single sentence carries the entire burden of behavioral disclosure but says nothing beyond the tool's name, making it completely non-transparent.

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

Conciseness3/5

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

The description is a single short sentence, making it concise and free of unnecessary words. However, it is under-specified and does not use the brevity effectively to communicate key details. It is neither verbose nor adequately informative, placing it at average.

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?

With 9 parameters, nested objects, an action enum, and no output schema or annotations, this tool requires substantial contextual explanation. The description provides none of that, lacking any mention of return values, use cases, prerequisites, or operational behavior. It is severely incomplete for an agent to confidently invoke.

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 schema provides description coverage for 100% of the 9 parameters, including details about action, pagination, and pathParams. Per the rubric, high schema coverage grants a baseline of 3. The description itself adds no parameter-level meaning, but the schema compensates fully.

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 cycles operations' mentions a resource ('cycles') but lacks a specific verb or scope. It is vague about what operations are supported, leaving the reader to guess whether it covers CRUD, search, or something else. It minimally distinguishes from siblings by naming 'cycles', but does not clearly state the tool's purpose.

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?

There is no guidance on when to use this tool versus alternatives like panaya_requirements or panaya_tests. The description does not provide any context about appropriate use cases, exclusions, or prerequisites, leaving the agent without direction on tool selection.

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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