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Glama
Khavel

futpicks-mcp

by Khavel

Get Data Catalog

flab_data_catalog
Read-onlyIdempotent

Browse the Data API catalog to discover available datasets, scopes, and resources for Sharp/Pro consumers. Requires a Pro token.

Instructions

Browse the Data API catalog: available datasets, scopes, and resources for Sharp/Pro consumers. Requires Pro token.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv1.0.2

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and non-destructive behavior. The description adds a meaningful behavioral constraint beyond those annotations: 'Requires Pro token,' which tells the agent that invocation may fail without proper authorization.

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 sentence that front-loads the action and resource, then states the scope and authorization requirement. There is no filler or redundant repetition of the tool name.

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 zero-parameter, read-only catalog tool, the description is reasonably complete: it states what the catalog contains, who it is for, and the token requirement. It could go slightly deeper on response structure, but the low complexity and strong annotations do not demand much more.

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

Parameters4/5

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

The tool has zero parameters, so there is nothing for the description to document about inputs. The description instead clarifies what the response will cover, which is the useful semantic contribution here.

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 names a specific verb ('Browse'), a concrete resource ('Data API catalog'), and enumerates what it exposes: datasets, scopes, and resources. This clearly differentiates it from the sibling tools, which are all domain-specific operations like matches, picks, or health.

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 gives clear context for when to use the tool: to browse available catalog data for Sharp/Pro consumers. It does not explicitly name alternatives or exclusion conditions, but its scope is specific enough that an agent can select it appropriately.

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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