PromptFrenzy

com.promptfrenzyPublished by promptfrenzy.comOfficial publisherv1.0.0Updated Nov 2, 2026

Find a tested AI image or video prompt — toy, LEGO, plushie, portrait, poster — and render it.

VerifiedStreamable HTTPWeb executableMedia & DesignAI & ML

Overview

AI-generated overview

PromptFrenzy lets an assistant search a library of tested AI image and video prompts, read their requirements, and render them on the user's account.

What you can do
  • Search the prompt library for tested image or video prompts, with titles, required inputs, credit cost and page URL
  • Read a single prompt's details: output, model, credit cost and inputs; the prompt text itself requires an API key
  • Run a prompt on the user's account to start a render and get a generation id
  • Turn a finished image generation into a short video clip
  • Check whether a generation has finished and retrieve its image or video URL
When to use it
Useful when someone wants a picture or short clip made from a photo or an idea — a toy or LEGO version, plushie, portrait, poster, product shot, character sheet or animation — and prefers a prompt that already works over one written from scratch. Searching and reading prompts work without an account.
Requirements
Remote HTTP endpoint at promptfrenzy.com; no local package. Searching and reading prompt metadata need no account. Rendering, animating and reading prompt text need a PromptFrenzy API key sent as an Authorization Bearer header, created in the account settings. Video requires a plan that allows it.
Before you install
The generate and animate tools spend the user's PromptFrenzy credits, and animate additionally requires a video-capable plan. An API key is needed for rendering and for retrieving prompt text, so treat it as a secret. Generations are started on the user's account and run asynchronously, so results must be polled.

Installation

In SourceWeft

  1. Open PromptFrenzy in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.promptfrenzy%2Fpromptfrenzy/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "promptfrenzy": {
      "type": "http",
      "url": "https://www.promptfrenzy.com/api/mcp"
    }
  }
}

README

PromptFrenzy skills

Agent skills for PromptFrenzy — a library of AI image and video prompts that have each been run thousands of times, plus the generator that runs them.

promptfrenzy

Use when someone wants a picture or clip made from a photo or an idea — a LEGO or toy version, a plushie, a portrait, a poster, a product shot, a character sheet, or a short animated clip — and wants a prompt that already works rather than one written from scratch.

The skill teaches an agent to search the library, read what a prompt needs before spending anything, and either hand the prompt to the user or render it for them through the MCP server.

Install

bash
npx skills add Prompt-Frenzy/skills

Or copy promptfrenzy/ into your client's skills directory.

Connect the generator

Searching and reading prompts need no account. To render, add the MCP server:

bash
claude mcp add --transport http promptfrenzy \  https://www.promptfrenzy.com/api/mcp \  --header "Authorization: Bearer pf_your_key_here"

Keys are created at Settings → Connect an AI agent. Full docs: https://www.promptfrenzy.com/mcp.

Source of truth

These files are maintained in the PromptFrenzy product repo alongside the server they document, and mirrored here. Please open issues here; fixes land upstream first so the skill and the API can't drift into two different truths.

MIT licensed.

Source: README.md at commit 2979602

Tools

5

search_prompts

Search the PromptFrenzy library for a tested AI image or video prompt (toy/LEGO/plushie versions of a photo, portraits, posters, product shots, character sheets, animations). Returns titles, what each prompt needs as input, its credit cost and its page URL. No account needed.

Parameterslimitqueryrequired

get_prompt

Read one PromptFrenzy prompt: what it makes, which model it runs on, what it costs in credits, and which inputs it needs (a photo, a name, …). The prompt TEXT itself is returned only when an API key is supplied.

Parametersidrequired

generate

Run a PromptFrenzy prompt on the user's account and start a render. Returns a generation id immediately — poll get_generation for the result. Spends the user's credits, so it needs their PromptFrenzy API key.

Parametersimage_urlprompt_idrequiredtext_variables

animate

Turn a finished PromptFrenzy image generation into a short video clip. Needs the user's API key, and their plan must allow video.

Parametersmotiongeneration_idrequired

get_generation

Check whether a PromptFrenzy generation has finished and get its image or video URL.

Parametersgeneration_idrequired

Version history

1
  1. v1.0.0LatestSep 17, 2026

Score

100% of the applicable checks met

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  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts