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pedra-ai

Pedra MCP Server

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Add photos to property

pedra_add_images_to_property

Add images to a real estate property by providing public HTTPS image URLs. The server fetches and stores each URL, returning hosted img.pedra.ai links.

Instructions

Add photos to a property BY URL — the server fetches each URL and stores it, so any public https image URL (or a small data: URI) works. Returns the stored img.pedra.ai URLs. For local files on the user's device, direct them to the property's appUrl instead (chat can't transfer large local files).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
imageUrlsYesUp to 20 image URLs to fetch and add to the property.
propertyIdYesTarget property id (from pedra_list_properties or pedra_create_property).
Behavior4/5

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

Explains the server fetches and stores URLs, and returns stored URLs. The description adds behavioral context beyond annotations (readOnlyHint false, destructiveHint false, openWorldHint true), though it doesn't detail error handling or rate limits.

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 method, no wasted words. Every sentence provides critical information.

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?

Given only 2 parameters and no output schema, the description covers purpose, method, constraints, and alternative for local files. Complete for an agent to correctly invoke the tool.

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?

Adds value beyond schema by stating imageUrls can be public https or data: URI, and propertyId is from other tools. Schema coverage is 100%, but description enriches understanding with format and source constraints.

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 starts with 'Add photos to a property BY URL', clearly stating the verb and resource. It distinguishes from sibling tools by specifying the method and excluding local files.

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?

Explicitly states when to use (via URL) and when not to (local files, directing to appUrl). Provides clear context for selection among siblings.

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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