Dreep MCP Server
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TDQS
Scored across 14 tools
Most tools have clearly distinct purposes tied to a resource+action: upload, transform URL building, listing, image/doc operations, folder and preset management. The only friction is the upload trio (upload_file, create_upload_url, confirm_upload), where an agent must understand that create_upload_url handles large/unreadable files and confirm_upload finalizes them, but the descriptions do spell this out.
Every tool follows a consistent verb_noun pattern: upload_file, confirm_upload, build_delivery_url, create_upload_url, list_media, remove_background, extract_text, convert_document, build_signed_url, create_folder, list_folders, create_preset, list_presets, get_usage. No mixed conventions or stray camelCase; the naming is highly predictable.
Fourteen tools is well within the ideal 3-15 range for a media asset management server. Each tool earns its place by covering a distinct operation: two upload paths, URL building, listing, image/doc transforms, folders, presets, and usage. Nothing feels redundant.
The surface covers upload (both direct and presigned), listing, on-the-fly transforms, image background removal, OCR, document conversion, signed URLs, folders, presets, and usage. Minor gaps exist: there's no delete for assets or presets, and no get-single-asset or text search, but these are either explicitly explained (folders can't be deleted via API) or workable via listing.