Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs workflows, and edits your live graph in natural language on ANY LLM (Claude, ChatGPT, Gemini, offline Ollama, or any hosted model). 178 tools, 36 AI skills, 55 installer packs. Local, LAN, VPS, or Comfy Cloud.
C-Rank Grade: S (Elite) - 74/100
External PR Merge Rate: 88%
Response Time: 5h
First Timer Success: 100%
artokun/comfyui-mcp has a recorded first-timer success rate of 100.0%. Repositories ranked S typically provide actionable feedback during code reviews and actively nurture new community contributors.
Maintainers in artokun/comfyui-mcp respond to incoming external pull requests in approximately 5.2 hours on average. Keeping PRs focused on single tasks and ensuring tests pass helps maintainers review faster.
The C-Rank™ system evaluates GitHub projects on a 0–100 scale using real data: PR merge rates, review turnaround time, active maintainer presence, and first-time contributor success. A score of 74.4 places artokun/comfyui-mcp in the S tier.
The external contributor pull request merge rate for artokun/comfyui-mcp is 88.0%, based on public PR activity from non-core contributors.
artokun/comfyui-mcp does not currently have active "good first issue" tags indexed, but accepts external contributions through standard GitHub issue tracking.
Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs workflows, and edits your live graph in natural language on ANY LLM (Claude, ChatGPT, Gemini, offline Ollama, or any hosted model). 178 tools, 36 AI skills, 55 installer packs. Local, LAN, VPS, or Comfy Cloud.
Highly welcoming maintainers in artokun/comfyui-mcp. Prompt code reviews with positive guidance for new contributors.
Average Response Latency
Tracks hours until a maintainer leaves a review, comment, or PR response.
External Acceptance Rate
Percentage of community pull requests successfully merged into main.
First PR Conversion
Rate at which developers submitting their first repository PR succeed.
Show contributors that your repository actively reviews and merges external pull requests.
[](https://getmerged.abhishekco.de/artokun/comfyui-mcp?utm_source=github&utm_medium=badge)
Historical health & responsiveness evolution
External PR acceptance
First PR success rate
50% receive response in
90% receive response in
Maintainer review activity heatmap & prime window prediction
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Detected: UTC
Maintainers are most responsive around 13:00 UTC (13:00 UTC in your timezone). Recommended submission window is Monday - Wednesday from 11:00 to 15:00 UTC (11:00 - 15:00 UTC local).
Limited recent maintainer review activity recorded for this repository. Prediction based on heuristic baseline.
Maintainer Strategy: Maintainer Sweet Spot: PRs under 150 lines merge in ~4 hours (96% approval). Large PRs (>500 lines) take ~25 hours (40% approval). Keep your diff compact for rapid review.
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Requested by seanmcmagic in Discord #feature-requests: Turbo variants are now available from Kijai for faster load times making it actually usable on 8gb of VRAM… MiniMax is one of the most powerful tools in the toolkit to produce 15 second clips for chaining clips together… The official prompting guide can be found on the minimax team's website and I would love for the prompting guide to become a skill. Verified before filing No MiniMax/Hailuo skill exists — checked plugin/skills/, none of the 37 cover it. Two distinct H3 paths are live on the rig, and they are not the same product decision: Partner API nodes — MinimaxHailuo03TextToVideoNode, MinimaxHailuo03FirstLastFrameNode, MinimaxHailuo03ReferenceNode, MinimaxTextToVideoNode, MinimaxImageToVideoNode, MinimaxHailuoVideoNode. Paid, per-generation, no local VRAM cost. Local weights — MiniMaxH3ImageToVideo, MiniMaxH3ReferenceToVideo, EmptyMiniMaxH3LatentAV, MiniMaxH3SigmaShift, MiniMaxH3MemoryEfficientSageAttentionPatch,
Rate what actually matters after opening a pull request here.
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When evaluating whether to contribute to artokun/comfyui-mcp, response velocity and maintainer engagement are crucial. GetMerged continuously tracks pull request trajectories, first-comment latency, and code review rounds to help developers avoid submitting pull requests to backlogged repositories.
Currently, maintainers of artokun/comfyui-mcp acknowledge new external contributions in approximately 5 hours. Out of all submitted pull requests from non-core authors in the last 180-day window, 88.0% were successfully merged into the primary branch.
artokun/comfyui-mcp has a recorded first-timer success rate of 100.0%. Repositories ranked Elite typically provide actionable feedback during code reviews and actively nurture new community contributors.
The initial maintainer response time averages ~5 hours. Keeping PRs scoped to single concerns and ensuring CI checks succeed will optimize review turnaround.
The C-Rank™ index scores repositories on a 0 to 100 scale using an objective formula: external PR merge rates, initial response speed, active maintainer count, and first-time contributor retention. A score of 74.4 places artokun/comfyui-mcp in the Elite tier.
The external pull request merge rate is 88.0%. GetMerged isolates non-core community contributions so external developers get an accurate benchmark of PR acceptance probability.
artokun/comfyui-mcp does not have open beginner labels indexed currently, but external PRs for bugs and documentation improvements are evaluated via normal issue triage.
All metrics displayed for artokun/comfyui-mcp are automatically retrieved via the public GitHub API and recalculated daily. Insider pull requests submitted by repository owners or organization members are excluded from merge rate calculations to preserve objective external contributor statistics.