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

    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 %)
  2. 2

    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 %)
  3. 3

    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 %)
  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

      302GitHub stars+269 (+815.2 %)
    • 6

      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 %)
      • 7

        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 %)
      • 8

        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 %)
        • 9

          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 %)
          • 10

            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 %)
          • 11

            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 %)
          • 12

            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 %)
          • 13

            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 %)
            • 14

              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 %)
              • 15

                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 %)
                • 16

                  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 %)
                • 17

                  Skill
                  Active

                  SEO Landing: Give your AI coding agent the capabilities of a senior Technical SEO engineer. An agent skill for building high-performance, technically optimized SEO landing pages. Turn an AI coding agent into a technical SEO specialist.…

                  HTMLLicense: MIT
                  • agent-skills
                  • claude-skills
                  • codex
                  • core-web-vitals
                  • cursor

                  githubmeasured growthOpen source ↗

                  Install git clone https://github.com/aleksandr-alhoff/seo-landing ~/.claude/skills/seo-landing

                  142GitHub stars+82 (+136.7 %)
                • 18

                  Skill
                  Active

                  AI agent skill for end-to-end hotel search and booking—compare live rates across leading OTAs and hotel suppliers, verify availability, book stays, and manage reservations, cancellations, and payments via the TourMind API.

                  PythonLicense: MIT
                  • agent-skills
                  • ai-agent
                  • booking-api
                  • codex-skills
                  • hotel-api

                  githubmeasured growthOpen source ↗

                  Install git clone https://github.com/tourmind-com/Tourmind-Booking-Skills ~/.claude/skills/Tourmind-Booking-Skills

                  730GitHub stars+196 (+36.7 %)
                • 19

                  MCP
                  Active

                  Executable mathematics and independent verification for AI agents.

                  PythonLicense: MIT

                    mcpmeasured growthOpen source ↗

                    Install claude mcp add jacobian -- npx jacobian

                    163GitHub stars+81 (+98.8 %)
                  • 20

                    MCP
                    Active

                    Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.

                    GoLicense: Apache-2.0
                    • agent-skills
                    • ai-agents
                    • automation
                    • devops
                    • docker

                    githubmeasured growthOpen source ↗

                    606GitHub stars+164 (+37.1 %)
                  • 21

                    Skill
                    Active

                    Deletion-first Agent Skill for removing test bloat, verification theater, and speculative fallbacks while preserving behavior.

                    PythonLicense: MIT
                    • agent-skills
                    • claude
                    • claude-ai
                    • claude-code
                    • claude-skills

                    githubmeasured growthOpen source ↗

                    Install git clone https://github.com/MrZoyo/deslop-GPT ~/.claude/skills/deslop-GPT

                    100GitHub stars+62 (+163.2 %)
                  • 22

                    Skill
                    Active

                    A platform-neutral analytical Skill that profiles messy data, selects case-adaptive methods, and produces source-backed visual reports for high-stakes decisions.

                    PythonLicense: MIT
                    • agent-skills
                    • analytics
                    • data-quality
                    • decision-science
                    • python

                    githubmeasured growthOpen source ↗

                    Install git clone https://github.com/limingrui679-design/high-stakes-analytics-decision-lab ~/.claude/skills/high-stakes-analytics-decision-lab

                    480GitHub stars+135 (+39.1 %)
                  • 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

                    100GitHub stars+58 (+138.1 %)
                  • 24

                    MCP
                    Active

                    Bounded local runtime evidence from explicit artifacts and typed direct targets.

                    PythonLicense: MIT

                      mcpmeasured growthOpen source ↗

                      Install claude mcp add flameox -- uvx flameox

                      104GitHub stars+57 (+121.3 %)
                    • 25

                      Skill
                      Active

                      Give your AI agent a phone number: order a private number in 200+ countries over the API, read the SMS verification code, hand the number back. The widest country coverage in the category, checkable with one API call.

                      PythonLicense: MIT
                      • agent-skill
                      • agent-skills
                      • ai-agents
                      • anthropic
                      • automation

                      githubmeasured growthOpen source ↗

                      Install git clone https://github.com/sv-number/skills ~/.claude/skills/skills

                      319GitHub stars+102 (+47.0 %)