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vedsmehta

poker-mcp

by vedsmehta

import_hand_history

Import raw hand-history events to seed opponent statistics for poker analysis and study.

Instructions

Import raw hand-history events into the store (minimal stub).

Each event is {hand_id, player_id, street, action, amount, voluntary, table_id}. This lets you seed opponent stats from external data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
eventsYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
playersYesDistinct players touched by the import.
importedYesNumber of events stored.
Behavior2/5

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

With no annotations, the description carries full burden for behavioral disclosure. It only mentions 'minimal stub' and the event structure, but does not explain mutation behavior, idempotency, validation, or error handling, leaving significant gaps.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short and front-loaded with the core purpose, followed by a single line listing fields. It is concise but could be slightly more structured with separation of purpose and details.

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

Completeness2/5

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

Despite an output schema being present, the description lacks context on success conditions, idempotency, bulk limits, and data validation. The 'minimal stub' note suggests incompleteness, making the tool under-specified for reliable use.

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 description coverage is 0%, so the description must compensate. It lists field names but provides no additional meaning (e.g., valid action values, the meaning of 'voluntary'), offering minimal value beyond the schema titles.

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 verb 'import' and the resource 'raw hand-history events', distinguishing it from sibling tools like list_tables or get_opponent_stats which operate on different data.

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 implies usage for seeding opponent stats from external data, but does not explicitly state when to use or avoid this tool versus alternatives, leaving guidance implied rather than explicit.

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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