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manojjain10

Cloudera Hive MCP Server

by manojjain10

get_table_sample

Retrieve a sample of rows from a Hive table to preview data. Specify database, table, and row count to quickly inspect table contents.

Instructions

Preview the first limit rows of database.table (1..100).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
tableYes
databaseYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations provided, so the description carries the burden. It discloses the limit range (1-100) and that it returns the first rows, but does not specify ordering, permissions, or limitations of the preview.

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, efficient sentence that immediately conveys the function. It is front-loaded with the verb 'Preview' and includes key constraints (limit range) without wasted words.

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?

Given the presence of an output schema (not shown), the description adequately explains input and behavior. It specifies the first rows and limit range, though it omits ordering details. For a simple preview tool, this is mostly complete.

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

Parameters3/5

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

With 0% schema coverage, the description adds meaning for the limit parameter (range 1-100) and shows database/table in syntax. However, it does not explain the semantics of database and table beyond their presence in the template.

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 previews the first `limit` rows of a specified table, with a specific verb ('Preview') and resource. It differentiates from siblings like execute_query (full queries) and describe_table (schema).

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 alternatives such as execute_query for more complex queries or describe_table for schema. The description implies quick preview usage but lacks explicit context 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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