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Evidence-backed tools for AI agents.

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MCP Server

Only tested or caveated evidence counts.

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Showing 20 of 21 components

Playwright Testing Skill

SKILL
Josh Lackey
86/100

Autonomous browser testing with Playwright — form testing, visual testing, screenshots.

playwrighte2ebrowser-testing+1
Feb 28, 20263k5 recipes

Firecrawl MCP

MCP✓ VERIFIED
Firecrawl
85/100

MCP server for Firecrawl web scraping and crawling service, converting web pages to clean markdown with automatic conten...

web-scrapingcrawlingmarkdown+1
Mar 25, 20267.1k1 recipe

Perplexity MCP

MCP
Perplexity AI
84/100

Official MCP server for Perplexity AI search, providing AI agents with real-time web search results augmented with citat...

perplexityai-searchresearch+1
Mar 25, 20262.4k

Tavily MCP

MCP✓ VERIFIED
Tavily AI
83/100

MCP server for Tavily AI search API, optimized for AI agent use with structured search results, content extraction, and...

tavilysearchresearch+1
Mar 25, 20262.3k

PinMe

SKILL
Glitter Network
82/100

CLI and Claude Code skills for deploying frontend apps and sharing generated web artifacts from agent workflows.

deploymentfrontendsharing+2
May 1, 20263.7k1 recipe

Air

MCP✓ VERIFIED
10iii
82/100

AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more

development10iiioptimized+2
May 27, 2026

Browser

MCP
Cherchyk
82/100

MCP server for loading authenticated web pages using Chrome DevTools Protocol

developmentcherchykbrowser+2
May 27, 20268

Brave Search MCP Server

MCP
Anthropic
81/100

Web and local search using the Brave Search API with privacy-first approach.

searchwebbrave+1
Mar 5, 202689.1k5 recipes

Web App Testing

SKILL
Anthropic
80/100

Test local web applications using Playwright for UI verification, DOM inspection, browser log capture, and visual debugg...

playwrighttestingui+2
Apr 15, 2026165.9k

Accessibility Audit Skill

SKILL
CldKit Team
79/100

WCAG 2.1 accessibility scanning for web applications with remediation guidance.

accessibilitywcaga11y+2
Mar 10, 20261 recipe

OmniSearch MCP

MCP✓ VERIFIED
Scott Spence
79/100

Multi-engine search MCP server that aggregates results from Tavily, Brave, Kagi, Exa, and other search providers into a...

searchmulti-enginetavily+3
Mar 25, 2026339

Puppeteer MCP Server

MCP✓ VERIFIED
Anthropic
79/100

Browser automation via Puppeteer for web scraping, screenshots, and interaction.

browserpuppeteerscraping+1
Mar 6, 202689.1k

Spotify MCP

MCP
Varun Srivastava
79/100

MCP server for Spotify that lets AI agents control playback, search tracks, manage playlists, and browse your library us...

spotifymusicplayback+1
Mar 25, 2026609

A11y Specialist Skills

SKILL
Soichi Masuda
78/100

Accessibility specialist skills from domain expert Soichi Masuda covering WCAG compliance, screen reader testing, ARIA p...

accessibilitywcaga11y+2
Mar 25, 202655

Browserbase MCP (Stagehand)

MCP✓ VERIFIED
Browserbase
78/100

Cloud browser automation MCP server powered by Browserbase and Stagehand v3 — lets AI agents navigate, click, extract, a...

browser-automationweb-scrapingstagehand+2
Jun 14, 20263.4k

Browserbase

MCP
Mcparmory
78/100

Create and control browser sessions for web automation, testing, and AI agent tasks

automationmcparmorybrowserbase+2
May 27, 202629

MCP Feedback Enhanced

MCP
Minidoracat
77/100

Interactive feedback MCP server that adds web and desktop feedback loops, screenshots, environment detection, and comman...

mcpfeedbackscreenshots+2
May 1, 20263.8k1 recipe

Docker Compose Skill

SKILL
CldKit Team
77/100

Docker containerization with multi-service compose, health checks, and production hardening.

dockercomposecontainers+2
Mar 11, 20263 recipes

Performance Profiling Skill

SKILL
CldKit Team
76/100

Performance analysis and optimization for Node.js and browser applications.

performanceprofilingoptimization+2
Mar 11, 2026

Internationalization Skill

SKILL
CldKit Team
73/100

Internationalization and localization helper for extracting strings and managing translations.

i18nl10ntranslation+2
Mar 12, 20262 recipes
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