io.github.Lulu-The-Narwhal/dali · v0.6.1 · ai-and-media
Dali by Lulu is healthy: it completed an MCP handshake in 253 ms and exposes 16 tools.
The prediction MCP — score your prompt before you generate, so you never waste a credit.
Endpoint: https://dali.getlulu.dev/mcp (streamable-http)
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| Users (last 30 days) | 0 |
| Handshake | Healthy |
| Auth needed | None |
| Tool count | 16 |
| Latency | 253 ms |
| Last checked (UTC) | 2026-10-17T12:25:31.596Z |
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-10-17T12:25:31.596Z | Healthy | 253 | |
| 2026-10-16T05:25:11.431Z | Healthy | 778 | |
| 2026-10-15T01:50:51.092Z | Healthy | 1889 |
analyze_intent | Parse a creative prompt into structured intent dimensions. |
score_prompt | Score a prompt for a generation target (0–100) and, if it's weak, return the rewrite brief — in ONE call. Reads intent with a fast heuristic keyword analyzer, scores the prompt, then: • score ≥ 70 (A/B) → returns the scorecard and tells you to proceed. • score < 70 (C/D/F) → returns the scoreca |
enhance_prompt | Get a rewrite brief for this prompt + generator. YOU write the enhanced prompt from the brief. Returns a structured brief with score_before, rewrite_brief, and llm_instructions. category (optional): the ad vertical (e.g. "wellness", "beauty") if known. When set and conversion priors exist for it, |
track_enhancement | Record an enhancement pair in the Dali graph brain. Call this AFTER you write an enhanced prompt from score_prompt's brief or enhance_prompt. This records the before→after improvement so the graph learns which rewrites consistently push scores up — enriching creative_patterns and community_benchmar |
suggest_generator | Recommend the best generator for your creative concept and per-generation budget. Analyzes the concept's creative signals (motion, style, subject type, use case) and matches them to generators within your budget. Returns a ranked list so you can make an informed choice before scoring the actual pro |
score_variations | Score 2–8 prompt variations for the same generator and rank them best-to-worst. Use this when you've drafted multiple versions of a prompt and want to pick the winner without burning generation credits. Returns a ranked list with per-dimension comparison so you can see exactly why one variant beats |
creative_patterns | Community graph: which patterns consistently produce high-grade prompts for this generator? Powered by the V3 graph brain (Supabase PostgreSQL). Every scored prompt contributes. Returns top patterns by type, enhancement unlocks, and cross-model universal patterns. |
community_benchmark | Compare your prompt against community top scorers for this generator. Returns your score, missing A-grade patterns, and highest-ROI patterns to add. |
my_story | Your Dali creative report — scoring history, generator stats, recent scorers, creative DNA. |
prompt_neighbors | Find community A/B-grade prompts structurally similar to yours. Uses graph traversal (Memgraph) to locate prompts that share the most creative patterns with your input and scored A or B on the same generator. Returns what those prompts did right — so you can adopt the same moves. Use this when: - |
enhancement_path | Show the most reliable path from a bad grade to an A on this generator. Mines the Dali graph for all F/D → A/B enhancement pairs and surfaces the patterns that appear most consistently in the 'after' side. These are the highest-ROI moves for this specific generator. Use this when: - A prompt just |
dali_version | Current Dali MCP version and changelog. Check this whenever you want to know what tools are available, what changed in the latest release, or which version is running. |
list_generators | List all supported generation targets (providers + models) with medium and core strength. |
score_creative | Score an actual ad IMAGE (not the text prompt) for conversion — before you spend. Conversion lives in the pixels, so this scores the real creative and gives you ONE answer combining two views, in a single call: • HEADLINE score = how much it visually resembles PROVEN WINNERS (Vertex embedding |
score_creative_from_view | Score an ad creative YOU are looking at (e.g. a pasted/attached image) against the winning corpus — no URL needed. Use this when the user shares an image in the conversation: read the creative yourself and fill in what you see, and Dali scores it against what wins in the category (3,800+ proven winn |
analyze_winning_formula | Find YOUR winning ad formula from your own numbers — paste your ads export. The category prior is a cold-start fallback; the real signal is what wins in YOUR account. Paste an ads CSV (a creative image-URL column + a performance column — CPA / CTR / ROAS / purchases) and Dali runs vision on your wi |