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parthakker

NFL Analytics MCP

by parthakker

league_news

Fetch NFL headlines from ESPN's news feed, optionally filtered to a team. Use to supplement play-by-play data with current news.

Instructions

Latest league headlines (optionally filtered to one team) from the polled ESPN news feed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNo
teamNo
Behavior3/5

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

No annotations are provided, so the description carries the burden. It discloses that the feed is 'polled,' implying cached data, but does not describe response format, error handling, or access requirements. Some behavioral context is present but incomplete.

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, front-loaded sentence that is concise and free of repetition. Every phrase adds meaning, making it highly efficient.

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 list tool with two optional parameters and no output schema, the description covers the core behavior (headlines, optional team filter, source). However, it omits details about the 'days' parameter and return format, which slightly reduces completeness.

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 0%, and the description adds meaning for the 'team' parameter ('optionally filtered to one team'). The 'days' parameter is not explained, leaving its role unclear. Partial compensation for the missing 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 clearly specifies the verb (retrieve), resource (league headlines), and scope (optionally filtered by team). It also identifies the data source (polled ESPN news feed), distinguishing it from sibling tools like news_search and player_news.

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 the tool is for getting the latest league headlines and optionally narrowing to one team. It provides clear context for when to use it, though it does not explicitly mention exclusions or alternatives among siblings.

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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