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COTRUGLI Agent Recruitment

list_opportunities

Read-onlyIdempotent

List the public COTRUGLI contribution opportunities for external agents, models, operators, compute partners, task owners, and verifiers. Optionally filter by a capability keyword.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
capabilityNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare read-only, idempotent, and non-destructive behavior. The description adds only a scope constraint (public opportunities) and the listing action, but no further behavioral traits such as return format or error handling.

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?

The description is a single, focused sentence. It front-loads the main action and then adds the optional filter condition, with no unnecessary words.

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

Completeness2/5

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

With no output schema, the description does not indicate what the response format will be (e.g., list of objects) or any pagination/error behavior. For a simple list tool it may suffice, but it leaves key context about the result unspecified.

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 no description for the capability parameter. The tool description explains it is an optional filter keyword but does not define acceptable values or provide examples, partially compensating for the low schema coverage.

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?

The description clearly states the tool lists public COTRUGLI contribution opportunities and identifies the intended audience. It distinguishes from sibling tools that fetch single items or other entry points.

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 mentions an optional filter but does not explicitly state when to use this tool versus siblings like get_opportunity or get_public_entrypoints. No guidance on when not to use it.

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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