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Crawlora MCP

espn_news

Read-only

Returns recent news articles — headline, description, and link — for a league from ESPN's credential-free public JSON.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sportYesRequired. ESPN sport key. One of football, basketball, baseball, hockey, soccer.
leagueYesRequired. League key within the sport, e.g. nfl, nba, mlb, nhl, eng.1.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

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 readOnlyHint and openWorldHint, so the safety profile is covered. The description adds genuinely useful context beyond annotations: that the source is credential-free public JSON (no auth needed) and the shape of the returned items. It does not mention pagination or result limits.

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?

A single well-formed sentence, front-loaded with the action and resource, with the data-source context trailing. Every clause earns its place.

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 news tool, the description covers purpose, source, and return shape; the output schema handles the return structure and annotations cover safety. Only minor gaps (pagination/limits) remain.

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?

Schema coverage is 100%, so both parameters (sport, league) are already fully documented in the schema. The description only restates the 'for a league' scoping and adds no syntax or format detail beyond what the schema provides, so the baseline 3 applies.

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?

States a specific verb (returns), resource (recent news articles), and scope (for a league), plus the exact fields returned (headline, description, link). It is clearly distinct from the sibling ESPN tools (scoreboard, standings, teams, rankings).

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 'for a league' phrasing implies the usage context, but there is no explicit when-to-use, when-not-to-use, or alternative routing guidance. It is adequate but leaves the agent to infer the scenario.

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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