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PromptFrenzy MCP server

Which MCP servers are PromptFrenzy's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-11-02

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Whose server it is
  • Registry namecom.promptfrenzy/promptfrenzyverified in the MCP registry

The registry name sits under promptfrenzy.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-11-02
  • Stateanswerschecked 2026-11-02
  • Tools5
  • Server calls itselfpromptfrenzy
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-11-02 the server answered initialize and tools/list without a sign-in. First answer in 138 ms.

Should an agent connect itNot proven either way yet
  • Its tools do every use case we checked: turn a selfie into a collectible figure look; generate short video clips from still images.
  • Checked on 2 of the 7 days it takes to judge reliability.

Once connected

  • For "turn a selfie into a collectible figure look", the likely first call is search_prompts.
  • For "generate short video clips from still images", the likely first call is animate.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 2, the first on 2026-11-02
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 2 so far
  • What an agent can do with it2 of 2 use cases
  • Use1 GitHub stars
  • Answeredmeasuring2 of the 7 daily checks it takes to print a share
  • Median first answer320 ms
  • Space in an agent's context≈ 625 tokensthe definitions of all its tools (5), which an agent carries on every turn
  • Tool definitionsB · 83 of 100
  • Typed results0 of 5 toolsdeclared outputSchema: results come typed, read once
  • Not saying whether it only reads or can destroy: 5 of 5

What an agent can do with it

  • not sure · browse and copy image prompts without signing up
  • can do · turn a selfie into a collectible figure look
  • can do · generate short video clips from still images

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers5 tools · read 2026-11-02
  • 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…

  • 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.

  • 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.

  • animate

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

  • get_generation

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

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

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

Add it

Claude Code, in a terminal

claude mcp add --transport http promptfrenzy https://www.promptfrenzy.com/api/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://www.promptfrenzy.com/api/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.