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Evidence-backed tools for AI agents.

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Skill
MCP Server

Only tested or caveated evidence counts.

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AI music generation
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Showing 20 of 313 components

Cartographer

SKILL
kingbootoshi
80/100

Codebase mapping skill that scans repositories and generates structured documentation of file relationships, module boun...

codebase-mappingdocumentationsubagents
Mar 25, 2026616Try Live

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

Threat Modeling Skill

SKILL
CldKit Team
80/100

STRIDE-based threat modeling for identifying and mitigating security risks in architectures.

threat-modelingstridesecurity-architecture+1
Mar 10, 20262 recipesTry Live

YouTube Transcript MCP

MCP✓ VERIFIED
Freddie
80/100

MCP server that extracts transcripts and subtitles from YouTube videos, enabling AI agents to read and analyze video con...

youtubetranscriptvideo+1
Mar 25, 2026581

Toprank

SKILL
NotFair
80/100

Claude Code plugin for SEO, Google Ads, landing-page audits, metadata improvements, and search-performance workflows.

seogoogle-adssearch-console+2
May 1, 20263.3k

Cloudflare MCP

MCP
Cloudflare
80/100

Suite of official MCP servers giving AI agents natural-language control over Cloudflare Workers, Pages, KV, R2, D1, Obse...

workerscdnedge+5
Jun 14, 20264k

.NET Skills

SKILL
Aaron Stannard
80/100

Claude Code plugin with .NET, Akka.NET, Aspire, hosting, testing, and actor-pattern skills for C# teams.

dotnetcsharpaspire+2
May 1, 20261.1k

SwarmVault

MCP
SwarmClaw AI
80/100

Local-first RAG and LLM-wiki compiler with CLI, MCP server, graph navigation, search, review, and persistent markdown kn...

ragknowledge-basemcp+2
May 1, 20266362 recipes

XLSX Spreadsheet Editor

SKILL
Anthropic
80/100

Create, edit, and analyze Excel spreadsheets with support for formulas, financial modeling conventions, data cleaning, a...

spreadsheetexcelcsv+2
Apr 15, 2026165.9k

Excel MCP

MCP✓ VERIFIED
negokaz
79/100

MCP server for reading, writing, and manipulating Excel (.xlsx) files, enabling AI agents to work with spreadsheet data...

excelspreadsheetxlsx
Mar 25, 20261k

Superpowers Marketplace

SKILL
Jesse Vincent
79/100

Curated catalog of Claude Code skills and plugins by Jesse Vincent, providing a browsable marketplace for discovering an...

marketplacepluginsskills-catalog
Mar 25, 20261.2k

Nothing Design Skill

SKILL
Dominik Martin
79/100

Claude Code design-system skill for generating monochrome, typographic, industrial UI inspired by the Nothing visual lan...

design-systemuimonochrome+2
May 1, 20262.7k1 recipe

Accessibility Audit Skill

SKILL
CldKit Team
79/100

WCAG 2.1 accessibility scanning for web applications with remediation guidance.

accessibilitywcaga11y+2
Mar 10, 20261 recipeTry Live

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

Twilio MCP

MCP
Twilio Labs
79/100

Official Twilio Labs MCP server for communication APIs, enabling AI agents to send SMS, make voice calls, and manage mes...

twiliosmsvoice+1
Mar 25, 2026108

Puppeteer MCP Server

MCP✓ VERIFIED
Anthropic
79/100

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

browserpuppeteerscraping+1
Mar 6, 202689.1k

ESLint MCP Server

MCP
Nicholas Charriere
79/100

ESLint integration via MCP for real-time linting results.

eslintlintingcode-quality
Feb 25, 20262101 recipe

GTM Engineer Skills

SKILL
OnVoyage AI
79/100

Claude Code skills for AEO, GEO, content audits, backlink planning, resource pages, and growth-oriented site optimizatio...

geoaeocontent-audit+2
May 1, 20261.3k

Schematic

SKILL
Siqi Chen
79/100

Single pure-markdown reverse-engineering skill that analyzes existing code and generates architectural specs, component...

reverse-engineeringspec-generationarchitecture+1
Mar 25, 2026226Try Live

Google Maps MCP

MCP
cablate
79/100

MCP server for Google Maps APIs enabling AI agents to perform geocoding, place searches, directions, and distance calcul...

google-mapsgeocodingplaces+1
Mar 25, 2026410
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