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arpeio-mcp

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Read-onlyIdempotent

Search arpe.io documentation and blog for answers about CLI parameters, use cases, parallelism strategies, and best practices. Get example commands and recommended approaches for data transfer tools.

Instructions

Search arpe.io documentation and blog for answers about CLI parameters, use cases, parallelism strategies, integrations, and best practices. Call this when unsure about a parameter value, need an example command, or want the recommended approach for a specific source/target/format combination. Searches across all product documentation (FastBCP, FastTransfer, LakeXpress, MigratorXpress) and the arpe.io blog simultaneously. Does not execute anything.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
questionYesSearch query — a question or keywords about arpe.io tools, parameters, or use cases (e.g., 'how to use Ntile parallelism', 'parquet compression options', 'Oracle to Snowflake pipeline').
top_kNoMaximum number of results to return (1-10).
Behavior4/5

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

Annotations already declare readOnlyHint, destructiveHint, idempotentHint, openWorldHint. Description adds 'Does not execute anything' and notes it searches across all docs and blog simultaneously, providing extra behavioral context beyond annotations.

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?

Two sentences, front-loaded with action and examples, no wasted words. Efficient and well-structured for quick comprehension.

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 simple schema and no output schema, description covers purpose, usage, and safety. It could briefly mention return format (e.g., relevant excerpts), but overall sufficient for context.

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?

Schema description coverage is 100% with good descriptions for both parameters. Description adds no additional parameter meaning, so baseline score of 3 is appropriate.

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?

Description clearly states 'Search arpe.io documentation and blog' with specific verb and resource. It lists covered topics (CLI parameters, use cases, etc.) and distinguishes from sibling tools that are execution-focused or tool-specific info.

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?

Explicitly tells when to use ('when unsure about a parameter value, need an example command...') and what it does not do ('Does not execute anything'). Lacks explicit alternatives or when-not-to-use, but the guidance is clear.

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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