Agents, skills and MCP radar: skills and extensions for coding agents

Momentum based on available 7-day snapshots for Agents, skills and MCP: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

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Tool ranking

Ranked by measured growth, normalized across sources. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1
    Active

    Launch and manage anti-detect browsers with unique real-device fingerprints for multi-account operations, web scraping, ad verification, and AI agent automation.

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/antibrow/anti-detect-browser-skills ~/.claude/skills/anti-detect-browser-skills

    102GitHub stars+48 (+88.9 %)
  2. 2

    Skill
    Active

    Agent skill that draws architecture, flowchart, sequence, data-flow and lifecycle diagrams as hand-placed SVG, to one linted house style.

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/bybit-exchange/svg-diagram ~/.claude/skills/svg-diagram

    243GitHub stars+80 (+49.1 %)
  3. 3

    Skill
    Active

    Wiggle is a sandbox to run code in

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/Razshy/Wiggle ~/.claude/skills/Wiggle

    69GitHub stars+38 (+122.6 %)
  4. 4

    Skill
    Active

    Skills for Real Engineers. Straight from my .agents directory.

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/mattpocock/skills ~/.claude/skills/skills

    254 839GitHub stars+7 143 (+2.9 %)
  5. 5
    Active

    Automatically turn successful DeepSeek Harness sessions into reusable, reviewable Agent Skills.

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/qkycir-123/dsh-run2skill ~/.claude/skills/dsh-run2skill

    101GitHub stars+36 (+55.4 %)
  6. 6

    Skill
    Active

    200 web animation examples with copy-ready AI prompts + MotionLens: turn any site's animation into a prompt. React, TypeScript, Framer Motion, Three.js

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/xiyu519/MotionVault ~/.claude/skills/MotionVault

    34GitHub stars+20 (+142.9 %)
  7. 7

    Skill
    Active

    run a fleet of AI agents on your own Kubernetes

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/aai-labs/agent-barn ~/.claude/skills/agent-barn

    78GitHub stars+24 (+44.4 %)
  8. 8
    Active

    把 Markdown 一键排成可直接粘进公众号编辑器的精致 HTML —— 6 套精选主题 + 主题生成器 + 双关卡校验。An AI-agent skill that turns Markdown into paste-ready WeChat article HTML.

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/isjiamu/gzh-design-skill ~/.claude/skills/gzh-design-skill

    3 536GitHub stars+104 (+3.0 %)
  9. 9

    Skill
    Active

    Agent Skill that analyzes your repo and generates the AI-ready configuration coding agents need — AGENTS.md, copilot-instructions, CI, issue templates, and more. Works in Claude Code, GitHub Copilot, Codex, and Cursor.

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/johnpapa/ai-ready ~/.claude/skills/ai-ready

    170GitHub stars+20 (+13.3 %)
  10. 10
    Active

    Skills for AI-agent-driven Swift / Apple-platform development — composable via git submodule; aggregates other specialist skill repos

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/wei18/apple-dev-skills ~/.claude/skills/apple-dev-skills

    19GitHub stars+6 (+46.2 %)
  11. 11

    Skill
    Active

    Kayforkind Content-Derived Design CLI. HTML in, standalone HTML out from the source's own nouns, dates, numbers, and colors. Not the reimagineit.ai interview SaaS.

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/Kayforkind/reimagine-it ~/.claude/skills/reimagine-it

    86GitHub stars+13 (+17.8 %)
  12. 12
    Active

    Skill per la creazione di storie Cringe per LinkedIn

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/matteobaccan/LinkedInCringe ~/.claude/skills/LinkedInCringe

    18GitHub stars+5 (+38.5 %)
  13. 13
    Active

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/isaque0912/claude-skills-curated ~/.claude/skills/claude-skills-curated

    2GitHub stars+1 (+100.0 %)
  14. 14
    Active

    🔨 Agentic workflow template

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/95gabor/agentic-workflow ~/.claude/skills/agentic-workflow

    2GitHub stars+1 (+100.0 %)
  15. 15
    Dormant

    Hierarchical codebase navigation skill for Claude Code / AI coding agents. Generates per-directory CODEMAP.md index files with structure summaries, key exports with source annotations, and large file deep analysis.

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/htdxd/codemap-skill ~/.claude/skills/codemap-skill

    2GitHub stars+1 (+100.0 %)
  16. 16

    Skill
    Active

    Steve Polito's Agent Skills

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/stevepolitodesign/skills ~/.claude/skills/skills

    2GitHub stars+1 (+100.0 %)
  17. 17

    Skill
    Dormant

    Agent skills to access data.gov.hk API

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/errchh/hk-open-data ~/.claude/skills/hk-open-data

    2GitHub stars+1 (+100.0 %)
  18. 18
    Active

    AI PLC programming and headless TIA Portal automation. Let an AI agent program for you — 240+ CLI verbs over the Siemens Openness API, JSON in and out, dry-run by default. Offline and on-premise, no cloud copilot. S7-1500, S7-1200, SCL,…

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/Codyte/Tia-Portal-CLI ~/.claude/skills/Tia-Portal-CLI

    2GitHub stars+1 (+100.0 %)
  19. 19
    Active

    Job-hunting research analyst skill: turn target companies & roles into structured intelligence — salary, tech stack, growth, fit scoring for smarter career decisions

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/qiusuo0226/job-research-analyst-skill ~/.claude/skills/job-research-analyst-skill

    2GitHub stars+1 (+100.0 %)
  20. 20
    Active

    Trade Stories DSL

    githubmeasured growthOpen source ↗

    Install /plugin marketplace add mafftopia/trade-stories

    2GitHub stars+1 (+100.0 %)
  21. 21
    Active

    Seamless AI session handoff: preserve context across conversations so agents pick up where they left off — zero context loss, one command

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/qiusuo0226/session-handoff-skill ~/.claude/skills/session-handoff-skill

    2GitHub stars+1 (+100.0 %)
  22. 22
    Active

    Meta-skill toolkit: scaffold production-grade Agent Skills with versioning, baselines, packaging & release audit — initialize or adopt any skill repo in one command

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/qiusuo0226/skill-devkit-skill ~/.claude/skills/skill-devkit-skill

    2GitHub stars+1 (+100.0 %)
  23. 23
    Active

    The ultimate open-source directory of production-grade AI Agent skills, system instructions, and custom rules (.mdc) for Cursor, Claude Code, Windsurf, and Copilot. Stop writing code from scratch—just copy, paste, and vibe-code at 10x…

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/ashish7802/awesome-agent-skills ~/.claude/skills/awesome-agent-skills

    1GitHub stars+1

Learning resources

Ranked by measured growth, normalized across sources. These resources remain available separately and do not take part in the main tool ranking.

  1. 1
    ActiveOpen source ↗

    Discover CLAUDE.md best practices for project-specific AI coding guidance, with ready-to-use templates for languages, frameworks, and real-world cases

    github

    Install git clone https://github.com/Overseastelegramaliterateperson865/awesome-claude-md ~/.claude/skills/awesome-claude-md

    Resourcemeasured growth
    2GitHub stars+1 (+100.0 %)
  2. 2
    ActiveOpen source ↗

    Persian (Farsi) technical writing rules for AI agents - controlled language adapted from ASD-STE100. Claude Skill + Cursor, Copilot, Windsurf, Codex. فارسی فنی ساده

    github

    Install git clone https://github.com/onlymaj/simplified-technical-persian ~/.claude/skills/simplified-technical-persian

    Resourcemeasured growth
    1GitHub stars+1