About PromptFrenzy
PromptFrenzy provides a library of tested AI image and video prompts, along with a generator, for agents and people creating images or clips from photos or ideas. Prompts can be searched and reviewed before rendering through its MCP server.
Key features
- 01Search tested image and video prompts
- 02Review prompt requirements before rendering
- 03Use prompts for images or short clips
Use cases
- 01Find a prompt for a toy or plushie transformation
- 02Create a portrait, poster, or product shot
- 03Make a short animated clip from an idea
MCP support
The MCP server connects to the PromptFrenzy generator to render selected prompts. Searching and reading prompts do not require an account; rendering requires a server connection and API key.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://www.promptfrenzy.com/api/mcpclaude mcp add --transport http com-promptfrenzy-promptfrenzy https://www.promptfrenzy.com/api/mcp{"mcpServers":{"com-promptfrenzy-promptfrenzy":{"type":"http","url":"https://www.promptfrenzy.com/api/mcp"}}}Open in Cursor{"servers":{"com-promptfrenzy-promptfrenzy":{"type":"http","url":"https://www.promptfrenzy.com/api/mcp"}}}Open in VS Code{"mcpServers":{"com-promptfrenzy-promptfrenzy":{"type":"http","url":"https://www.promptfrenzy.com/api/mcp"}}}{"mcpServers":{"com-promptfrenzy-promptfrenzy":{"serverUrl":"https://www.promptfrenzy.com/api/mcp"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
5| Parameter | Type | Required | Description |
|---|---|---|---|
| limit | integer | No | How many results (default 8). |
| query | string | Yes | What the user wants to make, in their own words. |
Details
From the project READMEPromptFrenzy 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
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:
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.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.