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

    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 %)
  2. 2

    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 %)
  3. 3

    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 %)
    • 4

      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 %)
    • 5

      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 %)
      • 6

        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 %)
        • 7

          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 %)
        • 8

          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 %)
        • 9

          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 %)
        • 10

          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 %)
          • 11

            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 %)
            • 12

              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 %)
              • 13

                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 %)
              • 14

                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 %)
                • 15

                  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 %)
                • 16

                  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 %)
                • 17

                  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 %)
                • 18

                  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 %)
                • 19

                  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 %)
                  • 20

                    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 %)
                  • 21

                    Skill
                    Active

                    HEY CLI and Agent Skills

                    GoLicense: MIT
                    • agent-skills
                    • hey

                    githubmeasured growthOpen source ↗

                    Install git clone https://github.com/basecamp/hey-cli ~/.claude/skills/hey-cli

                    346GitHub stars+105 (+43.6 %)
                  • 22

                    Skill
                    Active

                    Hire Google's Antigravity CLI (agy) as a fast Gemini staffer for Claude Code and OpenAI Codex.

                    JavaScriptLicense: MIT
                    • agentic-ai
                    • ai-agents
                    • antigravity
                    • antigravity-cli
                    • chatgpt

                    githubmeasured growthOpen source ↗

                    Install /plugin marketplace add keli-wen/agy-staff

                    96GitHub stars+46 (+92.0 %)
                  • 23

                    Skill
                    Active

                    Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the agent that runs next to a service, in your environment, on infrastructure you already operate. Write a SKILL.md. Compile to a portable, hardened agent.…

                    GoLicense: Apache-2.0
                    • a2a
                    • a2a-protocol
                    • agent-cli
                    • ai-agents
                    • ai-agents-cli

                    githubmeasured growthOpen source ↗

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

                    227GitHub stars+71 (+45.5 %)
                  • 24

                    MCP
                    Active

                    Manage social publishing workflows through OpenPost

                    TypeScriptLicense: AGPL-3.0

                      mcpmeasured growthOpen source ↗

                      Remote server, to be declared in the MCP configuration https://app.openpo.st/mcp

                      68GitHub stars+35 (+106.1 %)
                    • 25

                      Skill
                      Active

                      Daily-updated Top 100 Agent Skills rankings — installs, growth, and social buzz aggregated from skills.sh, ClawHub, Tencent SkillHub, GitHub, X and 10+ communities. Open data (CSV).

                      • agent
                      • agent-skills
                      • ai-skills
                      • awesome-skills
                      • claude-skills

                      githubmeasured growthOpen source ↗

                      Install git clone https://github.com/LinklyAI/best-skills ~/.claude/skills/best-skills

                      436GitHub stars+101 (+30.1 %)