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arpe-io

arpeio-mcp

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by arpe-io

arpe_quick_start

Read-onlyIdempotent

Identify the right Arpe.io tool for your task and get a step-by-step workflow guide. Describe your use case in plain English to receive tool recommendations and parameter details.

Instructions

Determine which Arpe.io tool to use and get a step-by-step workflow guide. Call this when the user's intent is unclear or they are new to arpe.io tools. Accepts a plain English use case description and returns the recommended tool, required parameters, and the sequence of tool calls to make. Does not execute anything.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
productNoOverride auto-detection and show the workflow for a specific product. If omitted, the tool selects based on use_case.
use_caseYesPlain English description of what the user wants to do (e.g., 'export a large Oracle table to S3 as Parquet', 'migrate SQL Server schema to PostgreSQL'). Used to auto-detect the right tool.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
stepsNoRecommended sequence of tool calls.
statusYes'ok' when the call succeeded; 'error' when the parameters failed validation or execution failed.
warningNoCross-tool caveat (e.g. internal use of FastBCP/FastTransfer).
selected_productNoRecommended product, 'all', or null if undetermined.
Behavior5/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false. The description adds 'Does not execute anything,' confirming no side effects. This fully aligns with annotations and provides complete behavioral transparency.

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 three sentences, front-loaded with the purpose, then usage guidance, then input/output summary. Every sentence adds value without redundancy. Highly concise.

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

Completeness5/5

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

For a guidance tool with 2 parameters and an output schema, the description fully covers when to use, what it accepts, what it returns, and its non-destructive nature. No gaps.

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 coverage is 100% with descriptions for both parameters. The description adds context about the 'product' parameter allowing override of auto-detection, but otherwise does not significantly add meaning beyond the schema. Base 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?

The description clearly states the tool's purpose: to determine which Arpe.io tool to use and provide a step-by-step workflow guide. It explicitly distinguishes itself from sibling execution tools by stating 'Does not execute anything.'

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 explicitly advises calling this tool 'when the user's intent is unclear or they are new to arpe.io tools.' It provides clear usage context but does not explicitly mention when not to use it or list alternatives, though the sibling list implies the alternative is to directly use specific tools.

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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