uisight — security grade SAFE, quality 66/100

Security audit verdict: SAFE · quality 66/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by sololabstr · MCP Server · ★ 127

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is uisight safe to install? View the security audit →

About uisight

uisight Your AI can already see the screen. It just can't measure it. Screenshots make an agent guess: "that heading looks a bit faint." uisight makes it know: One is an impression. The other is a measurement with a selector attached — the agent fixes that element instead of hunting for it. uisight is an MCP server for web and responsive UIs (Claude Code, Cursor, Antigravity, anything that speaks MCP). It runs live mobile + desktop sessions side by side, measures what it finds, and puts you and the agent in front of the exact same screen. Built by a solo founder who got tired of taking phone screenshots, pasting them into chat, and typing "the button looks broken, can you see it?" The live panel: desktop + mobile sessions of the same site, URL-synced. Inspect runs on every screen; findings come back per device. Your AI

accessibilityai-agentsclaude-codecursordevtoolsmcpmcp-serverplaywrightresponsive-designvibe-coding

Quick Facts

Stars127
Forks11
LanguageJavaScript
CategoryMCP Server
LicenseMIT
Quality Score65.763546963032/100
Last Updated2026-09-15
Created2026-08-17
Platformsbrowser, claude-code, mcp, node
Est. Tokens~17k

Compatible Skills

These tools work well together with uisight for enhanced workflows:

  • accessibility-agents — semantic(0.30)+complementary+rare_topics+same_lang+similar_pop+shared_platform (65%)
  • ux-ui-agent-skills — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • vibe-hub-skill — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (57%)
  • vibe-coding-lab — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)
  • scroll-craft — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)

uisight alternative? Top 6 similar tools

Looking for a uisight alternative? If you're comparing uisight with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • flowlens-mcp-server by magentic · ⭐ 109

    FlowLens is an open-source MCP server that gives your coding agent (Claude Code, Cursor, Copilot, Codex) full

  • sage by usetig · ⭐ 105

    An LLM council that reviews your coding agent's every move

  • vsync by nicepkg · ⭐ 55

    Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCode, Codex. One config, all tools

  • Overture by SixHq · ⭐ 630

    Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server

  • vestige by samvallad33 · ⭐ 628

    Cognitive Deterministic Memory Security OS for Agentic AI. Deterministic root-cause retrieval that reaches bac

  • mcp-pointer by etsd-tech · ⭐ 591

    MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.

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Frequently Asked Questions

What is uisight?

uisight is Your AI can already see the screen — it just can't measure it. Live mobile+desktop sessions, a measurement engine (contrast, touch targets, theme drift) reporting findings as text, and a panel you and. It is categorized as a MCP Server with 127 GitHub stars.

What programming language is uisight written in?

uisight is primarily written in JavaScript. It covers topics such as accessibility, ai-agents, claude-code.

How do I install or use uisight?

You can find installation instructions and usage details in the uisight GitHub repository at github.com/sololabstr/uisight. The project has 127 stars and 11 forks, indicating an active community.

What license does uisight use?

uisight is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to uisight?

The top alternatives to uisight on Agent Skills Hub include flowlens-mcp-server, sage, vsync. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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