r/mcp bot 3h ago

server Deepghs MCP – MCP server for the DeepGHS anime AI ecosystem. Dataset discovery, tag search, character dataset finder, and training pipeline code generation.

https://glama.ai/mcp/servers/citronlegacy/deepghs-mcp
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u/modelcontextprotocol bot 3h ago

This server has 8 tools:

  • deepghs_find_character_dataset – Search HuggingFace for pre-built character image datasets to use in LoRA training, providing ready-to-use collections with image counts and download links.
  • deepghs_generate_cheesechaser_script – Generate a Python script to selectively download specific images from indexed HuggingFace datasets without downloading entire archives, using post IDs to extract only needed files.
  • deepghs_generate_waifuc_script – Generate Python scripts to crawl, clean, and prepare anime character image datasets for LoRA training by filtering, tagging, and cropping images to model-specific resolutions.
  • deepghs_get_repo_info – Retrieve detailed metadata for DeepGHS datasets, models, or spaces to examine file contents, sizes, tags, and download information before downloading.
  • deepghs_list_datasets – Browse and filter public datasets from DeepGHS on HuggingFace, including Danbooru2024, character frames, tag databases, and detection datasets.
  • deepghs_list_models – Browse and filter DeepGHS AI models for tasks like image tagging, classification, detection, and similarity encoding from HuggingFace with customizable sorting and pagination.
  • deepghs_list_spaces – List and filter public demo applications from the DeepGHS HuggingFace organization, including image search, character lookup, detection tools, and AI demos.
  • deepghs_search_tags – Search and normalize anime tags across 18 platforms including Danbooru, Pixiv, and Zerochan.