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asd-git-master

AltSportsLeagues MCP Server

get_trending_discoveries

Identify emerging sports and regions with accelerating league creation. Returns trending discoveries and geographic hotspots for new alternative sports leagues.

Instructions

Get trending sports and regions where new leagues are being discovered.

Returns emerging sport types gaining traction, geographic hotspots with accelerating league creation, and recent discovery highlights. No parameters needed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations provided, so description carries full burden. It states it returns three types of data and requires no parameters, but omits behavioral details like data freshness, performance expectations, or whether it is a read-only operation.

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 succinct sentences that front-load the purpose, list return types, and state lack of parameters. No unnecessary words.

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?

Given zero parameters, a simple purpose, and the presence of an output schema, the description provides all necessary context. It explains what the tool returns without needing to detail output structure due to the output schema.

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 has zero parameters with 100% schema coverage, so baseline is 4. The description correctly notes 'No parameters needed' which adds clarity but does not need to elaborate.

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 retrieves trending sports and regions for new league discoveries, listing specific output types. It is distinct from sibling tools like discover_leagues which actually finds leagues, and get_market_opportunities which focuses on opportunities.

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

Usage Guidelines3/5

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

The description implies usage for getting trending data and notes no parameters required, but does not explicitly state when to use this tool over alternatives among the many sibling tools.

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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