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Abbinamenti progetti–aziende

abbinamenti
Read-onlyIdempotent

Abbinamenti fra i progetti del portfolio e le aziende analizzate: per un progetto (slug) le aziende con aderenza e livello (pronto, da adattare, da scalare); senza slug i 5 colpi più facili e la classifica dei progetti per opportunità individuate.

Input Schema

NameRequiredDescriptionDefault
slugNoslug del progetto (facoltativo)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive behavior, so the safety profile is covered. The description adds useful beyond-annotation detail about the two operational modes and the shape of returned data (adherence level enum, top 5, ranking), though it omits pagination/limit considerations.

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?

A single dense sentence using a colon-structured enumeration, front-loading the resource and then the two modes. Efficient, though slightly run-on with multiple clauses packed together.

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

Completeness4/5

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

With no output schema, the description must carry return-shape information, and it does so for both modes (companies with adherence and level; 5 easiest wins and ranking). Nothing critical is missing for a read-only query tool, though enum values are only loosely qualified.

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?

Schema coverage is 100% and the single slug param is documented there, but the description adds real meaning beyond the schema by explaining the consequence of providing vs omitting slug. Baseline would be 3; the mode-switching semantics lift it.

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?

States a specific resource (project–company matches) and precisely what is returned in each mode: companies with adherence/level for a given project, or the top 5 easiest wins plus a project ranking otherwise. It does not explicitly name a sibling, so it stops short of a 5, but the verb+resource is unambiguous.

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

Usage Guidelines4/5

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

The description clearly branches on presence/absence of slug, effectively telling the agent when each behavior applies. It gives no explicit exclusions or pointers to alternative sibling tools, so it is strong context but not full when/when-not routing.

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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