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engineersonal

Panaya MCP Server

panaya_requirements

Create, read, update, delete, search, and operate on Panaya requirements. Use filters and pagination to handle large datasets.

Instructions

Unified tool for requirements 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?

With no annotations provided, the description carries the full burden of behavioral disclosure. It only states that it is a 'unified tool for requirements operations', offering no insight into side effects (e.g., create/delete mutates data), permissions, pagination behavior, or how the 'operation' action works. This is a complete lack of transparency for a tool that clearly supports mutating actions.

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 one short sentence, but it is under-specified rather than truly concise. It fails to convey meaningful information about the tool's purpose or behavior, making it closer to a placeholder than a succinct summary.

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?

This tool has 9 parameters, a complex action enum, and no output schema or annotations. The description provides none of the necessary context to understand CRUD actions, search behavior, the 'operation' action, or pagination logic. It is drastically incomplete for an AI agent to select and invoke the tool correctly.

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 already documents all parameters with descriptions (100% coverage), including action, id, query, pagination, and pathParams. The description text adds no parameter-level semantics beyond what the schema provides, so the baseline score of 3 applies. No additional context or parameter relationships are explained.

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 says 'Unified tool for requirements operations' which essentially restates the tool name without specifying a concrete verb or resource action. It fails to describe what operations are available (e.g., CRUD, search) and does not distinguish it from sibling tools like panaya_tests or panaya_defects beyond the resource name.

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 explanation of when to use this tool versus alternatives. The description provides no context about which actions are appropriate for which scenarios, and no exclusions or alternative tool references are given. The only implicit hint is the 'requirements' resource, but the actionable guidance is missing.

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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