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, 20 are increasing, 0 are stable, and 0 are declining. ECC has the largest measured increase: +6781 GitHub stars. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-31 to 2026-09-07

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

    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 218GitHub stars+584 (+92.1 %)
  2. 2

    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

    983GitHub stars+453 (+85.5 %)
  3. 3

    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 ↗

    542GitHub stars+284 (+110.1 %)
  4. 4

    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 %)
    • 5

      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

      315GitHub stars+268 (+570.2 %)
    • 6

      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 088GitHub stars+680 (+48.3 %)
    • 7

      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 690GitHub stars+552 (+48.5 %)
    • 8

      Skill
      Active

      Reddit research skills for Claude Code and AI agents

      PythonLicense: MIT
      • agent-skills
      • claude-code
      • claude-skill
      • gemini-cli-extension
      • skills

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/lignertys/reddit-research-skills ~/.claude/skills/reddit-research-skills

      347GitHub stars+222 (+177.6 %)
    • 9

      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

      644GitHub stars+277 (+75.5 %)
    • 10

      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 %)
      • 11

        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 %)
        • 12

          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

          198GitHub stars+154 (+350.0 %)
        • 13

          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 %)
          • 14

            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

            768GitHub stars+260 (+51.2 %)
          • 15

            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 %)
            • 16

              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 298GitHub stars+334 (+34.6 %)
            • 17

              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

              180GitHub stars+112 (+164.7 %)
            • 18

              MCP
              Active

              Local profiler: which usage window took you out, and where your agent's money goes

              PythonLicense: MIT

                mcpmeasured growthOpen source ↗

                Install claude mcp add agentburn -- uvx agentburn

                122GitHub stars+109 (+838.5 %)
              • 19

                MCP
                Active

                Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.

                ↓ 372 downloads/weekTypeScriptLicense: MIT

                  mcpmeasured growthOpen source ↗

                  Install claude mcp add linkedin-mcp -- npx @gtm-api/linkedin-mcp

                  100GitHub stars+98 (+4900.0 %)
                • 20

                  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 564GitHub stars+410 (+19.0 %)
                • 21

                  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

                  808GitHub stars+220 (+37.4 %)
                • 22

                  MCP
                  Active

                  Agent Workflow Engine — multi-step MCP workflows with per-step directives and validation.

                  TypeScriptLicense: Apache-2.0

                    mcpmeasured growthOpen source ↗

                    114GitHub stars+92 (+418.2 %)
                  • 23

                    Skill
                    Active

                    Use claude-code for free in the terminal, VSCode extension or via discord like openclaw

                    PythonLicense: MIT
                    • aashuu
                    • ashutosh
                    • ashutosh-kumar
                    • claude-code
                    • claude-code-free

                    githubmeasured growthOpen source ↗

                    Install /plugin marketplace add codeaashu/free-claude-code

                    132GitHub stars+89 (+207.0 %)
                  • 24

                    Skill
                    Active

                    复刻网站的 Agent Skill：抓只读镜像、从压缩代码逐行还原、自动比对验收。An agent skill that mirrors a website, rebuilds it from the minified code, and verifies the result with automated diffs.

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

                    githubmeasured growthOpen source ↗

                    Install git clone https://github.com/boyang-hu/website-rebuild-skill ~/.claude/skills/website-rebuild-skill

                    945GitHub stars+233 (+32.7 %)

                  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 332GitHub stars+941 (+67.6 %)