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技术工具雷达: Agents, skills and MCP

雷达筛选条件

近期变化

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.

测量周期：2026-08-31 至 2026-09-06

工具排名

按实测增长排序，并在不同来源间归一化。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

  1. 1

    MCP
    活跃

    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.

    Shell许可证: MIT
    • ai-seo
    • backlinks
    • claude
    • claude-skills
    • dataforseo

    github实测增长打开来源 ↗

    525GitHub 星标+483 (+1150.0 %)
  2. 2

    技能
    活跃

    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

    TypeScript许可证: MIT
    • agent-skills
    • architecture-as-code
    • architecture-diagrams
    • claude-skills
    • code-visualisation

    github实测增长打开来源 ↗

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

    302GitHub 星标+269 (+815.2 %)
  3. 3

    MCP
    活跃

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

    ↓ 442 下载/周Python许可证: MIT

      mcp实测增长打开来源 ↗

      安装 claude mcp add no_human -- uvx no-human

      263GitHub 星标+208 (+378.2 %)
    • 4

      技能
      活跃

      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.

      TypeScript许可证: Apache-2.0
      • ai-code-tools
      • ai-coding-assistants
      • ai-developer-tools
      • ai-pair-programming
      • bolt-new

      github实测增长打开来源 ↗

      安装 /plugin marketplace add hi0001234d/nexpath

      194GitHub 星标+150 (+340.9 %)
    • 5

      MCP
      活跃

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

      ↓ 93 下载/周Python许可证: MIT

        mcp实测增长打开来源 ↗

        安装 claude mcp add seo-monster -- uvx seo-monster

        149GitHub 星标+146 (+4866.7 %)
      • 6

        MCP
        活跃

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

        Python许可证: Apache-2.0

          mcp实测增长打开来源 ↗

          安装 claude mcp add OpenWorkProof -- uvx openworkproof

          187GitHub 星标+144 (+334.9 %)
        • 7

          技能
          活跃

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

          Shell许可证: MIT
          • agent-skill
          • agent-skills
          • ai-agents
          • claude-code
          • claude-code-plugin

          github实测增长打开来源 ↗

          安装 /plugin marketplace add kharmanskyi/open-steps

          254GitHub 星标+126 (+98.4 %)
        • 8

          技能
          活跃

          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

          github实测增长打开来源 ↗

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

          176GitHub 星标+119 (+208.8 %)
        • 9

          MCP
          活跃

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

          Python许可证: MIT

            mcp实测增长打开来源 ↗

            安装 claude mcp add agentburn -- uvx agentburn

            122GitHub 星标+109 (+838.5 %)
          • 10

            MCP
            活跃

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

            ↓ 372 下载/周TypeScript许可证: MIT

              mcp实测增长打开来源 ↗

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

              100GitHub 星标+98 (+4900.0 %)
            • 11

              MCP
              活跃

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

              TypeScript许可证: Apache-2.0

                mcp实测增长打开来源 ↗

                114GitHub 星标+92 (+418.2 %)
              • 12

                技能
                活跃

                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.…

                HTML许可证: MIT
                • agent-skills
                • claude-skills
                • codex
                • core-web-vitals
                • cursor

                github实测增长打开来源 ↗

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

                142GitHub 星标+82 (+136.7 %)
              • 13

                MCP
                活跃

                Executable mathematics and independent verification for AI agents.

                Python许可证: MIT

                  mcp实测增长打开来源 ↗

                  安装 claude mcp add jacobian -- npx jacobian

                  163GitHub 星标+81 (+98.8 %)
                • 14

                  技能
                  活跃

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

                  Python许可证: MIT
                  • agent-skills
                  • claude
                  • claude-ai
                  • claude-code
                  • claude-skills

                  github实测增长打开来源 ↗

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

                  100GitHub 星标+62 (+163.2 %)
                • 15

                  技能
                  活跃

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

                  Python许可证: MIT
                  • agent-skills
                  • analytics
                  • data-quality
                  • decision-science
                  • python

                  github实测增长打开来源 ↗

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

                  480GitHub 星标+135 (+39.1 %)
                • 16

                  技能
                  活跃

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

                  Python许可证: MIT
                  • aashuu
                  • ashutosh
                  • ashutosh-kumar
                  • claude-code
                  • claude-code-free

                  github实测增长打开来源 ↗

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

                  100GitHub 星标+58 (+138.1 %)
                • 17

                  MCP
                  活跃

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

                  Python许可证: MIT

                    mcp实测增长打开来源 ↗

                    安装 claude mcp add flameox -- uvx flameox

                    104GitHub 星标+57 (+121.3 %)
                  • 18

                    技能
                    活跃

                    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.

                    Python许可证: MIT
                    • agent-skill
                    • agent-skills
                    • ai-agents
                    • anthropic
                    • automation

                    github实测增长打开来源 ↗

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

                    319GitHub 星标+102 (+47.0 %)
                  • 19

                    技能
                    活跃

                    HEY CLI and Agent Skills

                    Go许可证: MIT
                    • agent-skills
                    • hey

                    github实测增长打开来源 ↗

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

                    346GitHub 星标+105 (+43.6 %)
                  • 20

                    技能
                    活跃

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

                    JavaScript许可证: MIT
                    • agentic-ai
                    • ai-agents
                    • antigravity
                    • antigravity-cli
                    • chatgpt

                    github实测增长打开来源 ↗

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

                    96GitHub 星标+46 (+92.0 %)
                  • 21

                    技能
                    活跃

                    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.…

                    Go许可证: Apache-2.0
                    • a2a
                    • a2a-protocol
                    • agent-cli
                    • ai-agents
                    • ai-agents-cli

                    github实测增长打开来源 ↗

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

                    227GitHub 星标+71 (+45.5 %)
                  • 22

                    MCP
                    活跃

                    Manage social publishing workflows through OpenPost

                    TypeScript许可证: AGPL-3.0

                      mcp实测增长打开来源 ↗

                      需在 MCP 配置中声明的远程服务器 https://app.openpo.st/mcp

                      68GitHub 星标+35 (+106.1 %)
                    • 23

                      技能
                      活跃

                      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

                      github实测增长打开来源 ↗

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

                      436GitHub 星标+101 (+30.1 %)
                    • 24

                      MCP
                      活跃

                      Connect MCP clients to 2,000+ AI models without managing provider API keys.

                      TypeScript许可证: Apache-2.0

                        mcp实测增长打开来源 ↗

                        需在 MCP 配置中声明的远程服务器 https://sandbase.ai/v1/mcp

                        110GitHub 星标+46 (+71.9 %)
                      • 25

                        MCP
                        活跃

                        AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.

                        Rust许可证: Apache-2.0
                        • a2a
                        • ai-agent-framework
                        • ai-agents
                        • ai-sre
                        • aiops

                        github实测增长打开来源 ↗

                        346GitHub 星标+88 (+34.1 %)