Skip to main content
Glama
malav-majmudar

NFL Data MCP

search_players

Read-onlyIdempotent

Resolve active or retired NFL player names. Use active_only=true to exclude retirees.

Instructions

Resolve active or retired player names; set active_only=true to exclude retirees.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
teamNo
limitNo
queryYes
positionNo
active_onlyNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations already indicate read-only, idempotent, non-destructive behavior. The description adds context about handling retired vs. active players, which complements the annotations. No contradictions.

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, well-front-loaded sentence that efficiently conveys the core purpose and a key parameter tip. Every word contributes value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description is short but adequate for a search tool with an output schema. However, it omits context for the team, position, and limit parameters, and does not mention result ordering or pagination, leaving some gaps for an AI agent.

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?

Schema coverage is 0%, meaning the description provides no information about most parameters. Only active_only is explained; query, team, limit, and position are left undocumented. This fails to add meaning beyond the schema's property names.

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 resolves active or retired player names, which is a specific verb+resource combination. It distinguishes from sibling tools like get_team_roster (which lists players by team) by focusing on name resolution.

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 mentions the active_only parameter as a usage tip, but does not provide guidance on when to use this tool versus alternatives like get_team_roster or other sibling tools, nor does it specify any prerequisites or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/malav-majmudar/nfl-data-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server