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MCP Image Placeholder Server

MCP Server

Generate placeholder images from multiple providers quickly

Stale(50)
8stars
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Updated Jun 17, 2025

About

A lightweight MCP server that creates URLs for placeholder images using either placehold.co or lorem-picsum, supporting custom dimensions and input validation for rapid web development.

Capabilities

Resources
Access data sources
Tools
Execute functions
Prompts
Pre-built templates
Sampling
AI model interactions

Screenshot of Cursor Agent

Overview

The MCP Image Placeholder Server is a lightweight, protocol‑compliant service that supplies AI assistants with on‑demand placeholder images. Rather than hardcoding image URLs or relying on external APIs, the server exposes a single tool——which returns ready‑to‑use URLs from two popular providers: placehold.co for simple, solid‑color placeholders and lorem-picsum for realistic stock photos. This abstraction lets developers embed dynamic imagery into generated content without additional network calls or authentication logic.

The server solves a common pain point for AI‑driven content creation: the need for quick, visually appealing placeholders during drafting or prototyping. When an assistant generates HTML, markdown, or design mockups, it can call to insert an image that matches the desired dimensions. Because the tool validates parameters (width and height between 1–10,000) and handles provider selection internally, developers can focus on higher‑level logic while the MCP server guarantees a reliable URL output.

Key features include:

  • Provider flexibility – switch between solid color and realistic photo placeholders with a single parameter.
  • Parameter validation – ensures dimensions stay within practical limits, preventing malformed requests.
  • Immediate URL response – the tool returns a fully formed image link that can be embedded directly into any web or document output.
  • MCP‑ready tooling – the server is packaged as a command‑based MCP service, making it straightforward to integrate with Claude for Desktop or Cursor through simple configuration entries.

Typical use cases span from rapid UI prototyping—where designers need placeholder images to test layout—to automated report generation, where AI assistants embed charts or photo galleries without manual image sourcing. In a workflow, an assistant might prompt the user for desired dimensions and provider, invoke , then stitch the returned URL into generated HTML or markdown. The resulting content can be rendered instantly, enabling instant visual feedback and iteration.

What sets this MCP server apart is its minimalism combined with robust integration. By handling all provider logic and validation behind the scenes, it removes boilerplate from AI workflows and ensures consistent image delivery across different platforms. For developers building conversational agents that generate visual content, this server offers a plug‑and‑play solution that scales from simple placeholders to realistic photo embeds—all within the familiar MCP ecosystem.