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Milanote by Cotlet

Upload image

upload_image
Destructive

Image card from a PNG, JPEG, GIF or WebP file, added to a board's Unsorted panel.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
fileYesPNG, JPEG, GIF or WebP image. Its name is shown on the card, e.g. location-01.jpg. Up to 10 MB, image/png, image/jpeg, image/gif, image/webp. Give exactly one of file_id (from cotlet_upload_file or POST /api/v1/files), url (a public link Cotlet downloads) or base64 (small files only).
board_idYesBoard ID from list_boards, or the board URL.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare write, destructive, open-world, and non-idempotent behavior. The description adds useful context about the destination Unsorted panel and accepted formats, but it does not explain why destructiveHint is true, what happens on failure, or whether existing content can be affected.

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 a single short, waste-free sentence. Its main structural weakness is that it is a noun-phrase fragment rather than a front-loaded action statement.

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?

The rich schema and annotations cover most operational details, and the description discloses the destination panel. Still, it does not clarify the relationship to cotlet_upload_file or the implications of the destructiveHint annotation, so it is adequate but not fully complete for a mutation tool.

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%, so the detailed file object and board_id docs already carry parameter meaning. The description repeats formats and mentions the Unsorted destination but adds no parameter semantics beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Names the concrete resource (image card), accepted file types, and destination (board's Unsorted panel), so the purpose is clear. However, the passive fragment does not explicitly contrast with related siblings such as cotlet_upload_file or add_note.

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?

There is no explicit when-to-use, when-not-to-use, or alternative guidance. The only cue is the implied use of adding an image card to a board, leaving the agent to infer when this is preferable to cotlet_upload_file.

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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