embeddinggemma_2_search_images_1 – 1 MCP server offers this tool
What it usually takes
dim– in 1 of 1gallery– in 1 of 1query– in 1 of 1
No server marks it as only reading: treat it as able to change data.
From each publisher's own tool list. We never call a tool.
Servers
| Server | Inputs | Read-only? |
|---|---|---|
EmbeddingGemma 2 co.huggingface.henrybit/embeddinggemma-2 Rank images against a text query in EmbeddingGemma 2's shared vector space. The query uses the web-search prefix. Images are embedded with no text prefix. Both sides are truncated to the same dimension and L2-normalized before cosine scoring. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool | dim,gallery,query | Not stated |