Dali by Lulu
Server Details
The prediction MCP — score your prompt before you generate, so you never waste a credit.
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- Status
- Unhealthy
- Uptime
- 0.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- Lulu-The-Narwhal/dali-mcp
- GitHub Stars
- 9
- Server Listing
- Dali MCP
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 16 tools
Several tools cluster around the same jobs: community_benchmark, creative_patterns, enhancement_path, and prompt_neighbors all surface winning or improvement patterns, while score_creative and score_creative_from_view are near-twins differentiated mainly by input method. The detailed descriptions usually resolve the ambiguity, but an agent skimming names alone could easily misselect.
Roughly two-thirds of the tools follow a clear verb_noun convention (analyze_*, score_*, list_*, suggest_*, track_*, enhance_*), but the remaining tools are bare noun phrases (community_benchmark, creative_patterns, dali_version, enhancement_path, my_story, prompt_neighbors). The snake_case style is consistent, but the action-oriented vs. noun-oriented split makes the pattern mixed.
At 16 tools, the surface sits at the upper edge of the reasonable range and feels slightly heavy for the core prompt/image scoring mission. Some consolidation is possible among the community-pattern tools and the two image-scoring variants, though each tool has a defensible role.
The core lifecycle is well covered: discover generators, score prompts or images, get enhancement briefs, track improvements, and consult community/personal analytics. Minor gaps exist—such as no single-prompt cross-generator comparison and no management of tracked enhancement history—but they do not create dead ends.
Tool Schema Changelog
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