Skip to main content
Glama

import_export

Import a Bunpro CSV export into your vault. Run with dry_run first to preview changes before applying.

Instructions

Import a Bunpro CSV export into the vault. ALWAYS run with dry_run=true first and show the learner the report before running for real.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dry_runNo
csv_pathYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
errorsYes
dry_runYes
skippedYes
rows_readYes
would_createYes
would_updateYes
Behavior3/5

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

No annotations are provided, so the description carries full burden. It discloses the safety-oriented dry-run step but omits details on data merging, overwrite behavior, or error handling. The existence of an output schema is noted but not elaborated.

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 two sentences, concise and front-loaded. The first sentence states the purpose; the second provides critical usage instruction without redundancy.

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?

With two parameters and an output schema available, the description plus schema provide adequate information for correct invocation. The workflow is clear, though error conditions or report format are not detailed.

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 0%, so the description must compensate. It adds context for parameter dry_run by stating when to set it to true and that a report is shown, but it does not explain csv_path beyond its name. Partial value added.

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: 'Import a Bunpro CSV export into the vault.' The verb 'import' and resource 'Bunpro CSV export' are specific, and the tool is distinguished from sibling tools like add_item or get_item by its import nature.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides explicit usage guidance: 'ALWAYS run with dry_run=true first and show the learner the report before running for real.' This instructs the agent on the safe workflow and leverages the dry_run parameter.

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/Muslinmin/Japanese_MCP'

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