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75
/100
B ◉ Complete 55

Ubuntu Desktop Control MCP

Enables AI assistants to control Ubuntu desktops through screenshots, mouse clicks, and keyboard interactions using AT-SPI integration and computer vision. It features optimized element detection and workflow batching for fast and accurate visual interaction with desktop applications.

by charettep ★ 2 Last commit: 3 months, 2 weeks ago
MCP Surface Tools: 22
Schema Drift Ambiguous Schemas Outdated MCP Spec
Complete visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
60
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
45
25% weight
Security Hygiene
92
33% weight
Schema Interpretability
89
15% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 60 Fair
Description Quality 60 Fair
Documentation Coverage 40 Fair
Maintenance Pulse 45 Fair
Dependency Health 30 Poor
License Clarity 100 Good
Version Hygiene Poor
Analyzed 1 month ago

Protocol Compliance

22
Tools Found
5ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
Schema Issues (59)
take_screenshot.detect_elements: missing description
take_screenshot.output_dir: missing description
take_screenshot.monitor_index: missing description
click_screen.x_percent: missing description
click_screen.y_percent: missing description
click_screen.element_id: missing description
click_screen.button: missing description
click_screen.clicks: missing description
click_screen.monitor_index: missing description
click_first_match.name_substring: missing description
click_first_match.role_hint: missing description
move_mouse.x_percent: missing description
move_mouse.y_percent: missing description
move_mouse.element_id: missing description
move_mouse.duration: missing description
... and 44 more
Probed 1 month, 1 week ago
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