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DeepBlueCoding

MCP Dota 2 Match Analysis Server

search_pro_player

Find professional Dota 2 player profiles by name or alias. Retrieve player handles and identifiers for match analysis and coaching.

Instructions

Search for professional Dota 2 players by name or alias.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
max_resultsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorNo
queryYes
resultsNo
successYes
total_resultsNo
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It only states the action without revealing search behavior (e.g., partial matching, case sensitivity, result sorting) or limits. This is a significant gap for a search tool.

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 description is a single, clear, front-loaded sentence with no wasted words. It earns its place but could be expanded with essential details.

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?

The tool has a simple purpose, but the description lacks crucial context about parameter usage and search behavior. While an output schema exists, the description does not mention the optional max_results parameter, and with no annotations, the overall coverage is inadequate.

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

Parameters2/5

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

The schema has 0% description coverage. The description adds no detail for the 'max_results' parameter and only implies 'query' as the search term. With two parameters, the description fails to compensate for the lack of schema descriptions.

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 uses a specific verb ('Search') and a specific resource ('professional Dota 2 players') with a scoping detail ('by name or alias'). This clearly distinguishes it from sibling tools like search_team (teams) and get_pro_player (direct retrieval).

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 implies usage for finding players by name or alias, but does not explicitly mention when to use this search versus the sibling get_pro_player_by_name, nor does it state any exclusions. However, the context is clear enough for a basic search use case.

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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