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Analog-Labs

Firestarter MCP Server

by Analog-Labs

firestarter_upload_image

Upload a product photo and get a permanent public URL for marketplace listings. Provide an existing image URL or base64 data-URI; the server re-hosts images under 6 MB and returns the URL.

Instructions

Upload a product photo and get back a permanent public URL, accepted by firestarter_list and firestarter_update_listing image_urls. Two input forms: image_url takes the photo's existing URL (e.g. the hosted URL of an image attached in this conversation), which the server fetches and re-hosts — the reliable form whenever a URL exists; image_base64 (data-URI format, max 6 MB) covers a photo that exists at no URL. Downloading a linked image and rebuilding it as a base64 data-URI is this tool's known failure mode — image_url exists to avoid it. Returns the hosted URL on success.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filenameNoOptional original filename (used to detect format: png, webp, gif). Defaults to jpeg if omitted.
image_urlNoPREFERRED. Public URL of the photo (e.g. the hosted URL of an image attached in this conversation). The server fetches and re-hosts it (JPEG, PNG, WebP, or GIF under 6 MB). Pass this whenever the image exists at any URL.
image_base64NoFallback when the photo exists at no URL: the image as a base64 data-URI string (e.g. 'data:image/jpeg;base64,/9j/4AAQ...'). If the client provides raw base64 without the data-URI prefix, prepend 'data:image/jpeg;base64,' before passing it here. Max 6 MB.
Behavior5/5

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

Annotations only indicate that this is not read-only and not destructive, so the description carries the behavioral burden. It does so well by explaining server-side fetching and re-hosting, the 6 MB limit, the return of a permanent URL, and the known failure mode of download-and-rebase.

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 dense but every sentence earns its place: purpose and output, input-form alternates, decision rule, and failure mode. It is front-loaded with the most important information and contains no filler.

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 tool with no output schema, the description supplies the needed expectation of the returned hosted URL, input requirements, constraints, and a known pitfall. That is sufficient for an agent to invoke it and interpret the result.

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

Parameters4/5

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

The schema already covers all three parameters at 100% coverage, so the baseline is 3. The description adds value beyond the schema by framing image_url as the preferred form, image_base64 as the fallback, and explaining the real-world tradeoff, which helps the agent decide between them correctly.

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 opening sentence states a specific verb and resource ('upload a product photo') and the concrete outcome ('get back a permanent public URL'). It also identifies downstream consumers (firestarter_list and firestarter_update_listing), which clearly distinguishes this tool's role among the many firestarter siblings.

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 explicitly tells the agent when to use image_url versus image_base64: use image_url whenever a URL exists, and fall back to image_base64 only when no URL exists. It even explains why image_url is the reliable form by naming the known failure mode it avoids.

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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