Agents, skills and MCP radar: tools and trends

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.

Radar filters

What’s changing

Of 20 comparable tools in Agents, skills et MCP, 3 are increasing, 17 are stable, and 0 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. Measurements are unchanged for Amazon ECS MCP Server, Amazon EKS MCP Server, AWS MCP Server. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-31 to 2026-09-06

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

    Skill
    Active

    De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional…

    PythonLicense: MIT
    • agent-skills
    • ai-writing
    • antigravity
    • claude-code
    • codex

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/Nanako0129/sepia ~/.claude/skills/sepia

    2 308GitHub stars+1 367 (+145.3 %)
  2. 2

    Skill
    Active

    Agent skill that turns Claude Code / Codex into a motion-design studio for voiceover-driven explainer videos — word-level voiceover sync, 78 motion recipe cards, an anti-slideshow camera system, Remotion rendering.

    HTML
    • agent-skills
    • ai-agent
    • claude
    • claude-code
    • explainer-video

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/Vincentwei1021/video-talkcraft ~/.claude/skills/video-talkcraft

    759GitHub stars+600 (+377.4 %)
  3. 3

    Skill
    Active

    Stop That Shit（别再造史了）｜面向 Codex/GPT 场景的多平台 Hook + Skill Guard：拦截 AI coding agent 无需求的哈希、校验和与任务范围膨胀。 A multi-platform Hook + Skill Guard for AI coding agents in Codex/GPT workflows: stop unrequested hashes, checksums, and task-scope creep.

    JavaScriptLicense: MIT
    • agent-skills
    • ai-agents
    • ai-coding
    • claude-code
    • codex

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/lennney/stop-that-shit ~/.claude/skills/stop-that-shit

    1 653GitHub stars+812 (+96.6 %)
  4. 4

    MCP
    Active

    Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataForSEO built in. Free, MIT.

    ShellLicense: MIT
    • ai-seo
    • backlinks
    • claude
    • claude-skills
    • dataforseo

    githubmeasured growthOpen source ↗

    525GitHub stars+483 (+1150.0 %)
  5. 5

    Skill
    Active

    Claude skills for LinkedIn. 11 Claude Code and Codex skills that write human-sounding LinkedIn posts, craft comments that get noticed, analyze your feed, and build a publishing cadence, all from your terminal. Content engineering by…

    PythonLicense: MIT
    • agent-skill
    • agent-skills
    • ai-agents
    • ai-content
    • ai-marketing

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/sergebulaev/linkedin-skills ~/.claude/skills/linkedin-skills

    1 159GitHub stars+537 (+86.3 %)
  6. 6

    Other
    Active

    Use ChatGPT Web (including Pro) as a native model in the Codex app — with context, tools, streaming and images beyond Codex usage limits.

    TypeScriptLicense: MIT
    • chatgpt
    • chatgpt-pro
    • codex
    • free-ai
    • mcp

    githubmeasured growthOpen source ↗

    5 002GitHub stars+2 292 (+84.6 %)
  7. 7

    Skill
    Active

    An agent organization for Claude Code, structured as a company — 15+ departments, 125+ skills, each independently installable.

    MarkdownLicense: MIT
    • agent-marketplace
    • claude-code
    • claude-code-plugin
    • claude-plugin
    • claude-skills

    githubmeasured growthOpen source ↗

    Install /plugin marketplace add cbrock84/headcount

    1 291GitHub stars+573 (+79.8 %)
  8. 8

    Skill
    Active

    仕事の日本語を、読みやすくわかりやすく書く・直すための Agent Skill です。

    PythonLicense: MIT
    • agent-skills
    • claude
    • claude-code
    • japanese
    • lint

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/coji/natural-japanese ~/.claude/skills/natural-japanese

    978GitHub stars+455 (+87.0 %)
  9. 9

    MCP
    Active

    ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

    TypeScriptLicense: MIT
    • ai-agents
    • chatgpt
    • codex
    • mcp
    • model-context-protocol

    githubmeasured growthOpen source ↗

    2 545GitHub stars+1 085 (+74.3 %)
  10. 10

    Skill
    Active

    An agent skill for building premium, immersive, scroll-driven websites. Works with Codex, Claude Code, and other coding agents. Also available as a Claude Code plugin.

    JavaScriptLicense: MIT
    • accessibility
    • agent-skills
    • ai-web-design
    • anthropic
    • claude-code

    githubmeasured growthOpen source ↗

    Install /plugin marketplace add nateherkai/scroll-craft

    2 043GitHub stars+755 (+58.6 %)
  11. 11

    Skill
    Active

    Agent skills and an AGENTS.md workflow template — isolate in worktrees, build to a service layer, prove with evidence, ship with before/after proof and Greptile review loops. For Claude Code, Cursor, and Codex.

    Python
    • agent-skills
    • ai-agents
    • claude-code
    • code-review
    • codex

    githubmeasured growthOpen source ↗

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

    633GitHub stars+301 (+90.7 %)
  12. 12

    MCP
    Active

    Study screens, flows and paywalls from top-earning iOS apps, then build from what wins.

    License: MIT

      mcpmeasured growthOpen source ↗

      Remote server, to be declared in the MCP configuration https://mcp.appllama.io/mcp

      670GitHub stars+309 (+85.6 %)
    • 13

      Skill
      Active

      Review code 100X faster. Lens draws every PR as animated architecture and data-flow diagrams, inside the pull request itself. Use it as a GitHub App, GitHub Action, CLI, or a skill for your coding agent

      TypeScriptLicense: MIT
      • agent-skills
      • architecture-as-code
      • architecture-diagrams
      • claude-skills
      • code-visualisation

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/coldteadotai/pr-lens ~/.claude/skills/pr-lens

      302GitHub stars+269 (+815.2 %)
    • 14

      Skill
      Active

      Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

      JavaScriptLicense: MIT
      • agent-skills
      • architecture-as-code
      • architecture-diagram
      • claude-skill
      • code-visualization

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/tt-a1i/archify ~/.claude/skills/archify

      50 192GitHub stars+14 989 (+42.6 %)
    • 15

      MCP
      Active

      File a task with your local no_human and check on it: task_add and task_status over stdio.

      ↓ 442 downloads/weekPythonLicense: MIT

        mcpmeasured growthOpen source ↗

        Install claude mcp add no_human -- uvx no-human

        263GitHub stars+208 (+378.2 %)
      • 16

        MCP
        Active

        Google Ads, Meta Ads & GA4 MCP server - 250+ tools for campaigns, creatives, audiences & reports.

        License: MIT

          mcpmeasured growthOpen source ↗

          Remote server, to be declared in the MCP configuration https://mcp.get-ryze.ai/mcp

          1 491GitHub stars+418 (+39.0 %)
        • 17

          Skill
          Active

          Local-first AI coding workflow for vibe coders, indie hackers, technical founders and product managers — catch missing tests and safety checks across Claude Code, Cursor, Windsurf, Replit, Lovable and Bolt.new.

          TypeScriptLicense: Apache-2.0
          • ai-code-tools
          • ai-coding-assistants
          • ai-developer-tools
          • ai-pair-programming
          • bolt-new

          githubmeasured growthOpen source ↗

          Install /plugin marketplace add hi0001234d/nexpath

          194GitHub stars+150 (+340.9 %)
        • 18

          MCP
          Active

          SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.

          ↓ 93 downloads/weekPythonLicense: MIT

            mcpmeasured growthOpen source ↗

            Install claude mcp add seo-monster -- uvx seo-monster

            149GitHub stars+146 (+4866.7 %)
          • 19

            MCP
            Active

            Verifiable execution for AI agents: Ed25519-signed work contracts and audit trails.

            PythonLicense: Apache-2.0

              mcpmeasured growthOpen source ↗

              Install claude mcp add OpenWorkProof -- uvx openworkproof

              187GitHub stars+144 (+334.9 %)
            • 20

              Skill
              Active

              Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

              PythonLicense: Apache-2.0
              • agent-memory
              • agent-skills
              • ai-agents
              • benchmark
              • dataset

              githubmeasured growthOpen source ↗

              Install git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

              573GitHub stars+213 (+59.2 %)
            • 21

              Skill
              Active

              Skills that translate your coding agent's output into plain language: honest reports, straight verdicts, steps you can follow. MIT.

              ShellLicense: MIT
              • agent-skill
              • agent-skills
              • ai-agents
              • claude-code
              • claude-code-plugin

              githubmeasured growthOpen source ↗

              Install /plugin marketplace add kharmanskyi/open-steps

              254GitHub stars+126 (+98.4 %)
            • 22

              Skill
              Active

              Create polished product demo videos with AI coding agents and Remotion. The UI is code, not a screen recording.

              TypeScript
              • agent-skills
              • agentic
              • claude-code
              • ffmpeg
              • motion-design

              githubmeasured growthOpen source ↗

              Install git clone https://github.com/Alexwtlf/agentic-product-demo ~/.claude/skills/agentic-product-demo

              176GitHub stars+119 (+208.8 %)
            • 23

              MCP
              Active

              Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

              TypeScriptLicense: MIT

                mcpmeasured growthOpen source ↗

                Remote server, to be declared in the MCP configuration https://mcp.apify.com/

                5 883GitHub stars+813 (+16.0 %)
              • 24

                Skill
                Active

                YouTube Transcript API skills for AI agents. Get transcripts, search videos, browse channels. Works with OpenClaw, Hermes Agent, and other agent runtimes.

                License: MIT
                • agent-skills
                • clawdbot
                • hermes-agent
                • openclaw
                • youtube-search

                githubmeasured growthOpen source ↗

                Install git clone https://github.com/ZeroPointRepo/youtube-skills ~/.claude/skills/youtube-skills

                793GitHub stars+208 (+35.6 %)

              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

                autoharness

                Skill
                ActiveOpen source ↗

                Autoharness — a self-learning skill layer for Claude Code — distills skills from your real sessions, updates them as you work, and prunes the ones that stop getting used. No daemon, no benchmark.

                PythonLicense: MIT
                • agent-skills
                • claude-code
                • claude-code-plugin
                • llm-agents
                • python
                github

                Install /plugin marketplace add tigerless-labs/autoharness

                Resourcemeasured growth
                2 236GitHub stars+871 (+63.8 %)