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排序方式

按实测增长排序，并在不同来源间归一化。

该排名的计算方式

The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.

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

    技能
    活跃

    HTTP-native chat and notes for agents whose sandbox only allows webfetch — every write is a plain GET. Runs technocore.chat.

    Python许可证: Apache-2.0
    • agent-infrastructure
    • agent-skills
    • ai-agents
    • chat
    • http-api

    github实测增长Measured age: 21 days4 GitHub 星标 per day over 5 days

    Daily change decreased by 4 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.9/100打开来源 ↗

    安装 git clone https://github.com/flop-labs/technocore-chat ~/.claude/skills/technocore-chat

    143GitHub 星标+20 (+16.3 %)
  2. 2

    库
    活跃

    A fast, resilient, multi-source file retriever and download engine

    Rust许可证: GPL-3.0
    • downloadmanager
    • iced
    • rust
    • rust-cli
    • rust-community

    github实测增长Measured age: 19 days2.83 GitHub 星标 per day over 6 days

    Daily change increased by 6.07 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 29.7/100打开来源 ↗

    107GitHub 星标+17 (+18.9 %)
  3. 3

    智能体
    活跃

    dsh-routing-suite — injector + router-standard kit: install the runtime injector first, then the task-aware reasoning-mode router preset (measured P1-P23).

    JavaScript许可证: MIT
    • ai-agents
    • cordis
    • deepseek-harness
    • dsh
    • dsh-plugin

    github实测增长Measured age: 19 days21.79 GitHub 星标 per day over 5 days

    Daily change decreased by 4.52 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 37.5/100打开来源 ↗

    7 020GitHub 星标+109 (+1.6 %)
  4. 4

    技能
    活跃

    Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.

    JavaScript许可证: MIT
    • agent-orchestration
    • agent-skills
    • agentic-workflows
    • ai-agents
    • ai-coding

    github实测增长Measured age: 16 days9.6 GitHub 星标 per day over 5 days

    Daily change decreased by 7.01 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 33.6/100打开来源 ↗

    安装 git clone https://github.com/Spielewoy/autoprompt-skill ~/.claude/skills/autoprompt-skill

    960GitHub 星标+48 (+5.3 %)
  5. 5

    MCP
    活跃

    Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.

    ↓ 204 下载/周TypeScript许可证: MIT

      mcp实测增长Measured age: 25 days0.6 GitHub 星标 per day over 5 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 25.6/100打开来源 ↗

      安装 claude mcp add pbx-mcp -- npx pbx-mcp

      6GitHub 星标+3 (+100.0 %)
    • 6

      MCP
      活跃

      MCP server implementation for Figranium

      TypeScript许可证: GPL-3.0

        mcp实测增长Measured age: 29 days0.6 GitHub 星标 per day over 5 days

        Daily change is identical across the last two measured intervals.

        Descriptive emergence index : 24.1/100打开来源 ↗

        5GitHub 星标+3 (+150.0 %)
      • 7

        技能
        活跃

        Claude Code skills aimed at product work rather than the codebase — the Figma file you draw in and the spec beside it

        Python
        • claude-code
        • claude-code-plugin
        • claude-code-skills
        • design-ops
        • design-systems

        github实测增长Measured age: 9 days0.6 GitHub 星标 per day over 5 days

        Daily change decreased by 1.5 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 31.8/100打开来源 ↗

        安装 /plugin marketplace add byjunyoung/claude-product-skills

        5GitHub 星标+3 (+150.0 %)
      • 8

        技能
        活跃

        Keeps project direction recoverable without turning planning into the project.

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

        github实测增长Measured age: 26 days0.6 GitHub 星标 per day over 5 days

        Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

        Descriptive emergence index : 25.3/100打开来源 ↗

        安装 git clone https://github.com/benjaminstelzer/scoville-plan ~/.claude/skills/scoville-plan

        4GitHub 星标+3 (+300.0 %)
      • 9

        MCP
        活跃

        Generate Multisim circuits, run simulations, export data, and create experiment reports.

        Python许可证: MIT

          mcp实测增长Measured age: 26 days0.6 GitHub 星标 per day over 5 days

          Daily change is identical across the last two measured intervals.

          Descriptive emergence index : 25.2/100打开来源 ↗

          安装 claude mcp add multisim-mcp -- uvx multisim-mcp

          4GitHub 星标+3 (+300.0 %)
        • 10

          MCP
          活跃

          Static analysis scanner for MCP server code and multi-tenant SaaS applications.

          ↓ 1 530 下载/周TypeScript许可证: MIT

            mcp实测增长Measured age: 28 days0.6 GitHub 星标 per day over 5 days

            Daily change is identical across the last two measured intervals.

            Descriptive emergence index : 24.4/100打开来源 ↗

            安装 claude mcp add mcp-tenant-isolation -- npx mcp-tenant-isolation

            4GitHub 星标+3 (+300.0 %)
          • 11

            MCP
            活跃

            Meta-MCP gateway: search, inspect and call any MCP server from the public registries.

            ↓ 466 下载/周TypeScript许可证: MIT

              mcp实测增长Measured age: 13 days0.6 GitHub 星标 per day over 5 days

              Daily change is identical across the last two measured intervals.

              Descriptive emergence index : 30.3/100打开来源 ↗

              安装 claude mcp add mcp-anything -- npx mcp-anything

              3GitHub 星标+3
            • 12

              技能
              活跃

              Deterministic prose checks for clearer coding-agent responses

              TypeScript许可证: MIT
              • agent-skills
              • claude-code
              • coding-agents
              • developer-tools
              • llm

              github实测增长Measured age: 19 days4.8 GitHub 星标 per day over 5 days

              Daily change increased by 2 GitHub 星标/day between the last two measured intervals.

              Descriptive emergence index : 30.3/100打开来源 ↗

              安装 git clone https://github.com/Vistyy/nopus ~/.claude/skills/nopus

              265GitHub 星标+24 (+10.0 %)
            • 13

              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Measured age: 16 days2.2 GitHub 星标 per day over 5 days

              Daily change increased by 4 GitHub 星标/day between the last two measured intervals.

              Descriptive emergence index : 30.3/100打开来源 ↗

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

              58GitHub 星标+11 (+23.4 %)
            • 14

              MCP
              活跃

              Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.

              TypeScript许可证: AGPL-3.0
              • agpl
              • analytics
              • clickhouse
              • cookieless
              • google-analytics-alternative

              github实测增长Measured age: 23 days4.5 GitHub 星标 per day over 6 days

              Daily change increased by 4.09 GitHub 星标/day between the last two measured intervals.

              Descriptive emergence index : 28.8/100打开来源 ↗

              388GitHub 星标+27 (+7.5 %)
            • 15

              技能
              活跃

              `xxg-portrait-rebuild-light` is an image-edit skill for existing portrait photos. It reconstructs the key light, fill, shadows, and background atmosphere with a director-led lighting workflow while restoring clean, healthy, low-contrast…

              Python许可证: MIT
              • agent-skills
              • ai-agents
              • codex
              • image-editing
              • openai

              github实测增长Measured age: 23 days3.4 GitHub 星标 per day over 5 days

              Daily change decreased by 0.5 GitHub 星标/day between the last two measured intervals.

              Descriptive emergence index : 27.9/100打开来源 ↗

              安装 git clone https://github.com/moskoo/xxg-portrait-rebuild-light ~/.claude/skills/xxg-portrait-rebuild-light

              151GitHub 星标+17 (+12.7 %)
            • 16

              MCP
              活跃

              Adaptive running and strength coaching for the long run.

              Python许可证: MIT

                mcp实测增长Measured age: 21 days0.4 GitHub 星标 per day over 5 days

                Daily change is identical across the last two measured intervals.

                Descriptive emergence index : 27.1/100打开来源 ↗

                需在 MCP 配置中声明的远程服务器 https://mcp.paceandstaystrong.com/mcp

                3GitHub 星标+2 (+200.0 %)
              • 17

                MCP
                活跃

                Zillow for-sale, for-rent and sold listings, and full property details, as structured JSON.

                JavaScript许可证: MIT

                  mcp实测增长Measured age: 10 days0.4 GitHub 星标 per day over 5 days

                  Daily change increased by 1 GitHub 星标/day between the last two measured intervals.

                  Descriptive emergence index : 31.4/100打开来源 ↗

                  安装 claude mcp add zillow -- npx @hasdata/zillow-mcp

                  3GitHub 星标+2 (+200.0 %)
                • 18

                  MCP
                  活跃

                  Indeed job listings by keyword and location, and full postings, as structured JSON.

                  JavaScript许可证: MIT

                    mcp实测增长Measured age: 10 days0.4 GitHub 星标 per day over 5 days

                    Daily change increased by 1 GitHub 星标/day between the last two measured intervals.

                    Descriptive emergence index : 31.4/100打开来源 ↗

                    安装 claude mcp add indeed -- npx @hasdata/indeed-mcp

                    3GitHub 星标+2 (+200.0 %)
                  • 19

                    MCP
                    活跃

                    MCP server for Jira Service Management Operations — alerts, on-call schedules and responders

                    TypeScript许可证: Apache-2.0

                      mcp实测增长Measured age: 13 days0.4 GitHub 星标 per day over 5 days

                      Daily change decreased by 2 GitHub 星标/day between the last two measured intervals.

                      Descriptive emergence index : 30.2/100打开来源 ↗

                      安装 claude mcp add jira-alerts-mcp -- npx jira-alerts-mcp

                      3GitHub 星标+2 (+200.0 %)
                    • 20

                      MCP
                      活跃

                      Coding agents build full-stack apps in persistent workspaces and share them by link.

                      JavaScript许可证: MIT

                        mcp实测增长Measured age: 22 days0.4 GitHub 星标 per day over 5 days

                        Daily change is identical across the last two measured intervals.

                        Descriptive emergence index : 26.7/100打开来源 ↗

                        安装 claude mcp add reachpad-mcp -- npx @reachpad/mcp

                        3GitHub 星标+2 (+200.0 %)
                      • 21

                        MCP
                        活跃

                        Booking.com stays by destination and dates, and full property details, as structured JSON.

                        JavaScript许可证: MIT

                          mcp实测增长Measured age: 10 days0.4 GitHub 星标 per day over 5 days

                          Daily change increased by 1 GitHub 星标/day between the last two measured intervals.

                          Descriptive emergence index : 31.4/100打开来源 ↗

                          安装 claude mcp add booking -- npx @hasdata/booking-mcp

                          3GitHub 星标+2 (+200.0 %)
                        • 22

                          MCP
                          活跃

                          Google Trends interest over time, by region, and related queries and topics, as JSON.

                          JavaScript许可证: MIT

                            mcp实测增长Measured age: 10 days0.4 GitHub 星标 per day over 5 days

                            Daily change increased by 1 GitHub 星标/day between the last two measured intervals.

                            Descriptive emergence index : 31.4/100打开来源 ↗

                            安装 claude mcp add google-trends -- npx @hasdata/google-trends-mcp

                            3GitHub 星标+2 (+200.0 %)
                          • 23

                            MCP
                            活跃

                            Public TikTok profiles, videos, comments and keyword search as JSON. No developer account.

                            JavaScript许可证: MIT

                              mcp实测增长Measured age: 10 days0.4 GitHub 星标 per day over 5 days

                              Daily change increased by 1 GitHub 星标/day between the last two measured intervals.

                              Descriptive emergence index : 31.4/100打开来源 ↗

                              安装 claude mcp add tiktok -- npx @hasdata/tiktok-mcp

                              3GitHub 星标+2 (+200.0 %)
                            • 24

                              MCP
                              活跃

                              High-performance, modular MCP v2 server with safe profiles, worker pool, caching, and stdio.

                              TypeScript许可证: MIT

                                mcp实测增长Measured age: 14 days0.4 GitHub 星标 per day over 5 days

                                Daily change is identical across the last two measured intervals.

                                Descriptive emergence index : 29.8/100打开来源 ↗

                                安装 claude mcp add high-performance-mcp-server -- npx high-performance-mcp-server

                                2GitHub 星标+2

                              学习与参考资源

                              按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。

                              1. 1

                                tizhuang-agent-skills

                                技能
                                活跃打开来源 ↗

                                2000万+中小学K12真题题库 Skill：免费注册、免费抽题、教材/章节/知识点检索、练习测验与AI智能组卷。

                                Python许可证: MIT
                                • agent-skills
                                • claude-code
                                • claude-code-skill
                                • claude-skills
                                • codex
                                github

                                安装 git clone https://github.com/weishao2/tizhuang-agent-skills ~/.claude/skills/tizhuang-agent-skills

                                资源实测增长
                                7GitHub 星标+3 (+75.0 %)