Vibeside MCP
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TDQS
Scored across 70 tools
Most tools target distinct resources/actions, but there are clear overlaps: vibeside_compare_visual_diff is an explicit alias for vibeside_visual_diff, vibeside_capture_viewport_matrix overlaps with vibeside_screenshot, and vibeside_inspect_contrast overlaps with vibeside_audit_accessibility. With 70 tools, an agent can usually pick correctly, but these collisions create real misselection risk.
All tools share the vibeside_ prefix and snake_case, which helps, but verb placement is inconsistent: verb_noun (inspect_contrast, list_tabs) versus noun_verb (telemetry_get, hmr_clear, cluster_status, media_events). The mixed ordering makes the set less predictable than a single convention would be.
70 tools is far beyond what this domain warrants; the calibration explicitly treats 50+ tools as an extreme mismatch. Many adjacent tools (e.g., multiple telemetry clears, multiple status tools) could be consolidated without losing capability.
The surface is broad and lifecycle-complete: browser lifecycle, profiles, tabs, DOM/CSS/accessibility inspection, telemetry, HMR, storage, mocks, emulation, throttling, clusters, and media. Minor gaps like keyboard key events, scrolling, or explicit wait/assert operations exist, but core workflows are well covered.