Skip to main content
Glama
miyamamoto

JVLink MCP Server

by miyamamoto

keiba_data_search

Execute SQL queries to search and analyze Japanese horse racing data, including race results, odds, pedigrees, and training records.

Instructions

SQLで競馬データを自由に検索・分析できる万能ツール

人気別成績、騎手成績などの専用ツールでカバーできない分析はこのツールで実行できます。
レース結果、オッズ、血統、調教など、あらゆる競馬データにアクセス可能です。

Args:
    sql_query: 実行するSQLクエリ(SELECTのみ)

Returns:
    クエリ実行結果

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sql_queryYes
Behavior2/5

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

No annotations are provided, and the description only hints at read-only via 'SELECT only' but does not disclose potential side effects, performance implications, or access limitations.

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 well-structured with a clear purpose statement, coverage explanation, and an Args section, though it could be slightly more condensed.

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?

Given the complexity of a SQL query tool and the lack of output schema and annotations, the description provides the essential purpose and constraint but lacks details about return format or behavior.

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 parameter has 0% schema description coverage, but the description's Args section explicitly states 'SQL query (SELECT only)', adding a crucial constraint that the schema lacks.

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 it is a universal tool for searching and analyzing horse racing data using SQL, and explicitly mentions it covers analyses not handled by specialized sibling tools like jockey_stats and horse_history.

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 explains that this tool should be used when specialized tools cannot cover the analysis, providing clear context on when to use it.

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/miyamamoto/jvlink-mcp-server'

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