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cloudscope-mcp

Cost Optimization Recommendations

list_recommendations

Retrieve Azure Advisor cost-saving recommendations for compute, storage, and networking resources. Filter by category to identify specific opportunities for reducing Azure cloud spending and optimizing infrastructure costs.

Instructions

Get cost-saving recommendations from Azure Advisor

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
providerYesCloud provider to query
categoryNoFilter by category: all, compute, storage, or networkingall
Behavior2/5

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 but fails to indicate read-only safety, rate limits, pagination behavior, or the structure/format of returned recommendations.

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

Conciseness4/5

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

The single-sentence description is efficient and front-loaded with the verb and resource, containing no redundant text. However, its extreme brevity contributes to gaps in transparency and completeness.

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?

While adequate for a simple two-parameter tool with full schema documentation, the absence of annotations and output schema means the description omits important behavioral and return value context that would aid agent invocation.

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%, fully documenting the provider constraint and category enum. The description adds minimal semantic value beyond the schema, merely confirming the Azure context without detailing parameter relationships or constraints.

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?

The description states a specific action (Get), resource (cost-saving recommendations), and source system (Azure Advisor). However, it does not explicitly differentiate when to use this versus sibling cost tools like get_cost_summary or check_budgets.

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?

The description provides no guidance on when to select this tool over alternatives, prerequisites (such as Azure configuration requirements), or specific scenarios where Azure Advisor recommendations are most 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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