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gregbuehler

mcp-ff2026

by gregbuehler

import_provider_snapshot

Import a point-in-time provider export into the raw-first pipeline to preserve historical data and maintain consistency in fantasy football analytics.

Instructions

Import one licensed point-in-time provider export into the same raw-first pipeline.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
weekNo
seasonNo
payloadYes
providerYes
league_idNo
source_keyYes
observed_atNo
document_kindYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Install Server

TDQS

C2.8/5.0
Behavior2/5

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

No annotations are provided, so the description carries full responsibility. It only mentions the pipeline but does not disclose side effects, idempotency, or error handling.

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?

Single sentence, no fluff, front-loaded with the verb and object. Efficient.

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

Completeness1/5

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

Despite 8 parameters and no annotations, the description provides only a high-level statement. It is far from complete for a complex import operation.

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

Parameters1/5

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

With 0% schema description coverage, the description should explain key parameters, but it only references 'provider export' generically. No parameter semantics for provider, payload, document_kind, source_key, etc.

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 identifies the action ('Import'), the resource ('provider export'), and the destination ('same raw-first pipeline'). This distinguishes it from sibling sync and query tools, though it does not explicitly name alternatives.

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?

No guidance on when to use this tool versus the many sync_* tools. The description doesn't state scenarios or exclusions.

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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