MCP tool · search_templates

3500+ ready prompts right in the chat

Not sure how to describe the shot? The agent calls search_templates, finds a fitting prompt from the library (RU/EN), and plugs the recommended model straight into generate_image or generate_video.

search_templates is a tool of the Clipia MCP server for hybrid (text and semantic) search over a library of 3500+ ready prompts for images and video. Each result contains the prompt itself, the media type, and a recommended model — the agent can pass it straight into generate_image or generate_video. This removes the blank-page problem: instead of inventing wording, the agent finds a proven template.

Tool parameters

Parameter	Type	Req.	Description
`query`	string	yes	What to search for (RU or EN)
`media_type`	enum image\|video	—	Limit the media type
`limit`	int (1–20)	—	How many templates to return (default 8)

Request example (MCP tools/call)

{
  "name": "search_templates",
  "arguments": {
    "query": "минималистичный постер для кофейни",
    "media_type": "image",
    "limit": 5
  }
}

Response example

{
  "templates": [{
    "title": "Neon coffee poster",
    "prompt": "minimalist neon coffee poster, dark background, ...",
    "model": "nano-banana-2",
    "media_type": "image",
    "category": "marketing"
  }],
  "note": "pass prompt + model into generate_image"
}

Removes the blank-page problem

The agent finds a proven prompt instead of guessing the wording.

With a recommended model

Each template is already tied to a fitting model — the result is more predictable.

Search in Russian and English

Hybrid search understands queries in both languages and matches by meaning, not just words.

Connect in a minute

claude mcp add --transport http clipia https://mcp.clipia.ai/mcp \
  --header "Authorization: Bearer clipia_live_XXXX"

For claude.ai and ChatGPT no key is needed — sign in with your account. Create a key in Clipia settings.

Pricing

Template search spends no credits — credits are spent only on the generation itself (generate_image / generate_video).

Where do the prompts come from?

It is a curated library of 3500+ image and video templates tied to models.

Can I search in Russian?

Yes, hybrid search works in Russian and English and matches by meaning.

What do I do with a found prompt?

The agent plugs prompt and model into generate_image or generate_video and starts the generation.

Get an API key All MCP tools