conceptformer_doc_retrieval_retrieve – 1 MCP server offers this tool
What it usually takes
candidates– in 1 of 1instruction– in 1 of 1query– in 1 of 1top_k– 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? |
|---|---|---|
ConceptFormer Visual Document Retrieval co.huggingface.hugging-apps/conceptformer-doc-retrieval Rank candidate document pages against a text query with ConceptFormer. 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. Returns: A ranked gallery of pages, a table of cosine similarity scores, and a status line. | candidates,instruction,query,top_k | Not stated |