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81
/100
B ◉ Complete 55

ComfyUI MCP Server

Enables Claude Desktop to interact with local ComfyUI installations for AI-powered image generation, including workflow management, model selection, real-time monitoring, and custom workflow execution through natural language.

AI & Machine Learning by Nikolaibibo ★ 10 Last commit: 4 months, 3 weeks ago
Anthropic
MCP Surface Tools: 14
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
100
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
26
25% weight
Security Hygiene
95
33% weight
Schema Interpretability
83
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 100 Good
Description Quality 100 Good
Documentation Coverage 30 Poor
Maintenance Pulse 31 Poor
Dependency Health 55 Fair
License Clarity Poor
Version Hygiene Poor
Analyzed 1 month ago

Protocol Compliance

14
Tools Found
4ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (44)
comfy_submit_workflow.workflow: missing description
comfy_submit_workflow.overrides: missing description
comfy_submit_workflow.client_id: missing description
comfy_generate_simple.prompt: missing description
comfy_generate_simple.negative_prompt: missing description
comfy_generate_simple.template: missing description
comfy_generate_simple.model: missing description
comfy_generate_simple.input_image: missing description
comfy_generate_simple.width: missing description
comfy_generate_simple.height: missing description
comfy_generate_simple.steps: missing description
comfy_generate_simple.cfg: missing description
comfy_generate_simple.seed: missing description
comfy_generate_simple.sampler: missing description
comfy_generate_simple.scheduler: missing description
... and 29 more
Probed 1 month ago
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