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Recommendations

list_recommendations
Read-onlyIdempotent

The ranked recommendations currently open for this project, highest-ranked first, with expected value and confidence. Dismissed and completed ones are left out, so an empty list means nothing is open right now. Use when asked what to do, or what the biggest opportunity is. For what changed rather than what to do about it, use list_insights.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.7/5.0
Behavior4/5

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

Annotations already declare this a safe, idempotent, non-destructive read. The description adds real behavioral context beyond that: filtering (dismissed and completed excluded), ordering (highest-ranked first), and the meaning of an empty result. It stops short of pagination or result-size limits, so not a full 5.

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?

Three tight sentences: what it returns, what it excludes, then when to use it and the alternative. Scoping and the sibling routing are front-loaded with no filler.

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

Completeness5/5

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

With no output schema and no parameters, the description carries the load well by naming the key return fields (expected value, confidence), ordering, and exclusion rules. An agent has everything needed to call and interpret it.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so there is nothing for the description to disambiguate; baseline 4 applies. The description correctly implies the project scope is implicit rather than a passed argument.

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?

States a specific verb (list) and resource (recommendations) with scope: currently open, highest-ranked first. It also distinguishes itself from the nearest sibling by noting that 'what changed' is list_insights' job.

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

Usage Guidelines5/5

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

Gives explicit trigger conditions ('when asked what to do, or what the biggest opportunity is') and names the alternative tool plus the condition that selects it ('for what changed... use list_insights'). No inference required.

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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