sdnext_mcp
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TDQS
Scored across 125 tools
Many tools are unique resource/action pairs, but the set contains ambiguous clusters: legacy vs v2 CivitAI search, extra_network_detail vs extra_network_details, caption vs caption_dispatch vs tagger vs vqa vs analyze, and status vs progress. With 125 tools, agents are likely to mis-select despite good individual descriptions.
The sdnext_ prefix and snake_case are consistent, and list_* verbs are used widely. However conventions drift: some names are resource nouns (sdnext_civitai_model, sdnext_browser_thumb, sdnext_latent_history), while others are verb_objects (sdnext_add_bookmark), and several list/action pairs (bookmarks vs add_bookmark, banned vs add_banned) are not uniform.
125 tools is an extreme count for an MCP server. This is effectively a 1:1 wrapper for the full REST API, not a curated tool set, and would overwhelm any agent trying to select the right tool.
Coverage is impressively broad: model discovery, generation, control, image processing, captioning, CivitAI downloads, options, server management, and file operations are all represented. Minor gaps exist (e.g. no dedicated prompt-style CRUD or detailed history retrieval), but the generic sdnext_call_api fallback and delete_file cover most dead ends.