I

ImageToPrompts

Turn reference images into detailed AI image prompts from an MCP client. Check account credits, submit generation tasks, and retrieve results. Requires an account API token.

  • Verified workingWe ran this server and completed a real MCP handshake, listing its tools.
  • Health: Not checked yetWe have not completed a health check for this listing yet.No health check has run yet.
  • Art & Culture
  • No ratings User RatingsBe the first to rate and review this MCP server!
  • UpdatedNov 14, 2026
  • Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time — check back soon.

Install ImageToPrompts

Pick your client, then add it in one click or paste the config.

Streamable HTTP (Remote)
Server URL
https://imagetoprompts.io/api/mcp

Remote servers are added in the app, not the config file: Customize → Connectors → Add custom connector, then paste this URL.

Hosted endpointLive · 4h agoLive Remote EndpointOur automated health check connected to this remote MCP endpoint successfully.Last checked 4h ago · Nov 14, 2026, 16:17 UTC

Clients with native remote MCP support can connect directly to this URL.

Remote endpoint
https://imagetoprompts.io/api/mcp

Overview

Security & health

What it can reach and how reliably it runs — from our own checks, not the maintainer’s claims.

Not checked yetNo health check has run yet.

We have not completed a health check for this listing yet.

ImageToPrompts is a 🎨 Art & Culture MCP server listed on AllMCPs. Turn reference images into detailed AI image prompts from an MCP client. Check account credits, submit generation tasks, and retrieve results. Requires an account API token.

Reviews

No reviews yet — be the first to share how it worked for you.

Frequently Asked Questions about ImageToPrompts

ImageToPrompts is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "imagetoprompts": { "url": "https://imagetoprompts.io/api/mcp" } }

Turn reference images into detailed AI image prompts from an MCP client. Check account credits, submit generation tasks, and retrieve results. Requires an account API token.

No — ImageToPrompts is listed as a paid service. Check the project's own pricing for current details. Generation uses ImageToPrompts account credits; checking usage and task status is free.

Related MCP servers

Add a badge to your READMEShow it’s listed — live SVG, Markdown or HTML.

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:
Live Dynamic SVG PreviewImageToPrompts AllMCPs Directory Badge
Markdown (GitHub README)
[![AllMCPs](https://allmcps.com/api/badge/imagetoprompts?style=directory)](https://allmcps.com/mcp/imagetoprompts)
HTML Embed
<a href="https://allmcps.com/mcp/imagetoprompts"><img src="https://allmcps.com/api/badge/imagetoprompts?style=directory" alt="ImageToPrompts on AllMCPs" /></a>