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Pro Matches

pro_matches
Read-onlyIdempotent

Recent professional Dota 2 matches: teams, league, winner, score and duration. OpenDota keyless data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax matches to return (default 20, max 100).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • addedInput schema / examples
      Added value: +[
      +  {
      +    "limit": 20
      +  }
      +]
  2. 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 readOnly, idempotent, openWorld, and non-destructive behavior. The description adds the useful context that this is OpenDota keyless data, indicating no API key is required, and notes recency. However, it doesn't disclose details like pagination, rate limits, or data freshness beyond 'recent'.

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 two short sentences, front-loaded with the tool's purpose, and every word adds value. No filler or repetition of schema/annotations.

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?

For a simple read-only tool with one optional parameter and no output schema, the description lists the return fields (teams, league, winner, score, duration) and data source, giving the agent sufficient context to invoke it. It lacks explicit mention of sorting or the default limit, but the schema covers limits.

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 only parameter, limit, is fully described in the schema with default and max values (100% schema coverage). The description adds no additional parameter semantics beyond what the schema provides, so the baseline of 3 is appropriate.

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?

The description clearly identifies the resource as recent professional Dota 2 matches and lists included fields (teams, league, winner, score, duration), distinguishing it from sibling tools focused on players and heroes. However, it lacks an explicit verb like 'list' or 'fetch', making the action implicit.

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 provides no guidance on when to use this tool versus alternatives such as search_players or hero_stats. There is no mention of exclusions or preferred contexts, leaving the agent to infer usage from the resource name alone.

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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