工具说明为英文。

最新 — 30

This view contains entries created less than 30 days ago. The stored editorial content remains in English.

排序方式

Ranked by creation date, newest first; undated entries come last.

该排名的计算方式

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

工具排名

Ranked by creation date, newest first; undated entries come last. 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

    Turn one line-art image into a prompt-directed, hand-drawn scribe animation MP4.

    许可证: MIT

      mcp实测增长Measured age: 12 days1.83 GitHub 星标 per day over 6 days

      Daily change is identical across the last two measured intervals.

      Descriptive emergence index : 31.3/100打开来源 ↗

      需在 MCP 配置中声明的远程服务器 https://scribble.boringstuff.club/mcp

      16GitHub 星标+11 (+220.0 %)
    • 2

      MCP
      活跃

      Agent memory where every fact carries a receipt, and deletion is provable.

      Python许可证: NOASSERTION

        mcp实测增长Measured age: 12 days0.67 GitHub 星标 per day over 6 days

        Daily change is identical across the last two measured intervals.

        Descriptive emergence index : 30.7/100打开来源 ↗

        安装 claude mcp add fireweed-mcp -- uvx fireweed-mcp

        4GitHub 星标+4
      • 3

        MCP
        活跃

        Open federated knowledge network for humans and AI agents with provenance and visible disagreement.

        HTML许可证: MIT

          mcp实测增长Measured age: 12 days0 GitHub 星标 per day over 6 days

          Daily change is identical across the last two measured intervals.

          Descriptive emergence index : 30.3/100打开来源 ↗

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

          1GitHub 星标稳定
        • 4

          MCP
          活跃

          Test the idea before you build it. Rapidly works inside your AI agent.

          许可证: MIT

            mcp实测增长Measured age: 12 days0 GitHub 星标 per day over 6 days

            Daily change is identical across the last two measured intervals.

            Descriptive emergence index : 30.3/100打开来源 ↗

            需在 MCP 配置中声明的远程服务器 https://www.rapidly.co/mcp

            1GitHub 星标稳定
          • 5

            其他
            活跃

            302 open exercise illustrations and a framework-neutral npm package by Bryl Lim

            Astro许可证: MIT
            • exercise
            • expo
            • fitness
            • npm-package
            • open-source

            github实测增长Measured age: 12 days28.64 GitHub 星标 per day over 6 days

            Daily change decreased by 7.75 GitHub 星标/day between the last two measured intervals.

            Descriptive emergence index : 42.6/100打开来源 ↗

            1 178GitHub 星标+172 (+17.1 %)
          • 6

            技能
            活跃

            Free Claude Code skill + the certified-BI doctrine from kymira.ai: business intelligence where every number reconciles to the file's own totals.

            Python许可证: MIT
            • agent-skills
            • bi
            • business-intelligence
            • claude-code
            • claude-code-skills

            github实测增长Measured age: 12 days0 GitHub 星标 per day over 6 days

            Daily change is identical across the last two measured intervals.

            Descriptive emergence index : 30.3/100打开来源 ↗

            安装 git clone https://github.com/dylnbaker15/Claude-Skills-For-Business-Intelligence ~/.claude/skills/Claude-Skills-For-Business-Intelligence

            1GitHub 星标稳定
          • 7

            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Measured age: 12 days9.83 GitHub 星标 per day over 6 days

            Daily change increased by 0.54 GitHub 星标/day between the last two measured intervals.

            Descriptive emergence index : 35.3/100打开来源 ↗

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

            87GitHub 星标+59 (+210.7 %)
          • 8

            MCP
            活跃

            The most complete Spotify MCP: playback, library, playlists, search, podcasts and audiobooks.

            TypeScript许可证: MIT

              mcp实测增长Measured age: 12 days0.17 GitHub 星标 per day over 6 days

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

              Descriptive emergence index : 30.4/100打开来源 ↗

              安装 claude mcp add spotify-mcp-server -- npx @novalux12/spotify-mcp

              1GitHub 星标+1
            • 9

              MCP
              活跃

              Instagram for AI agents: publish, read comments and DMs, insights, and engage from your account.

              许可证: MIT

                mcp实测增长Measured age: 12 days1.33 GitHub 星标 per day over 6 days

                Daily change is identical across the last two measured intervals.

                Descriptive emergence index : 31.1/100打开来源 ↗

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

                8GitHub 星标+8
              • 10

                MCP
                活跃

                Grounded sports predictions plus European soccer and tennis arbitrage data for AI agents.

                TypeScript许可证: MIT

                  mcp实测增长Measured age: 12 days0 GitHub 星标 per day over 6 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 ledgerfc -- npx @inbin/ledgerfc-mcp

                  1GitHub 星标稳定
                • 11

                  MCP
                  活跃

                  Recruiter-grade boolean/x-ray search strings from a 20-year sourcing playbook.

                  许可证: MIT

                    mcp实测增长Measured age: 12 days0.17 GitHub 星标 per day over 6 days

                    Daily change is identical across the last two measured intervals.

                    Descriptive emergence index : 30.4/100打开来源 ↗

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

                    1GitHub 星标+1
                  • 12

                    技能
                    活跃

                    Merged into goal-to-proof — evidence-first investigation now lives there.

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

                    github实测增长Measured age: 12 days0 GitHub 星标 per day over 6 days

                    Daily change is identical across the last two measured intervals.

                    Descriptive emergence index : 30.3/100打开来源 ↗

                    安装 git clone https://github.com/aiopshwang/evidence-first-problem-solving ~/.claude/skills/evidence-first-problem-solving

                    8GitHub 星标稳定
                  • 13

                    MCP
                    活跃

                    Azure DevOps boards, repos, pipelines & projects for AI agents — governed.

                    TypeScript许可证: MIT

                      mcp实测增长Measured age: 12 days0 GitHub 星标 per day over 6 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-azure-devops -- npx @dockndevai/mcp-azure-devops

                      1GitHub 星标稳定
                    • 14

                      其他
                      活跃

                      🧩 FrontierAgent, our agent framework, open-sourced alongside it — native command-line TUI, ReAct and Agent Team modes, one command on macOS and Linux, no preinstall, no hard Docker dependency.

                      Python许可证: Apache-2.0
                      • agent-orchestration
                      • agentic-ai
                      • agentic-framework
                      • ai-agents
                      • harness

                      github实测增长Measured age: 13 days77.76 GitHub 星标 per day over 6 days

                      Daily change decreased by 2.86 GitHub 星标/day between the last two measured intervals.

                      Descriptive emergence index : 54/100打开来源 ↗

                      1 743GitHub 星标+467 (+36.6 %)
                    • 15

                      其他
                      活跃

                      Open-source ThreeUI Community catalog with live interactive components and complete Community source.

                      HTML许可证: MIT
                      • react
                      • shaders
                      • threejs
                      • ui-components
                      • webgl

                      github实测增长Measured age: 14 days93.1 GitHub 星标 per day over 6 days

                      Daily change decreased by 3.15 GitHub 星标/day between the last two measured intervals.

                      Descriptive emergence index : 56.1/100打开来源 ↗

                      5 129GitHub 星标+559 (+12.2 %)
                    • 16

                      其他
                      活跃

                      A secure, privacy-focused Telegram cloud storage bot using Cloudflare Workers and D1 Database. Features PIN protection, Burn-after-read, and Anti-leak.

                      JavaScript

                        github实测增长Measured age: 16 days-1 GitHub 星标 per day over 6 days

                        Daily change is identical across the last two measured intervals.

                        Descriptive emergence index : 28.8/100打开来源 ↗

                        339GitHub 星标-6 (-1.7 %)
                      • 17

                        智能体
                        活跃

                        Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes Agent, specialized reasoning skills, and multi-model LLM orchestration.

                        Python许可证: Apache-2.0
                        • ai-agent
                        • appsec
                        • bug-bounty
                        • cvss-v3
                        • cybersecurity

                        github实测增长Measured age: 16 days15.32 GitHub 星标 per day over 6 days

                        Daily change decreased by 6.81 GitHub 星标/day between the last two measured intervals.

                        Descriptive emergence index : 36.1/100打开来源 ↗

                        750GitHub 星标+92 (+14.0 %)
                      • 18

                        库
                        活跃

                        SDK for robotics teams to verify the quality of their data used for AI model training.

                        Python许可证: Apache-2.0
                        • airflow
                        • data-engineering
                        • data-pipeline
                        • data-quality
                        • dataset-curation

                        github实测增长Measured age: 17 days8.99 GitHub 星标 per day over 6 days

                        Daily change increased by 2.04 GitHub 星标/day between the last two measured intervals.

                        Descriptive emergence index : 33.1/100打开来源 ↗

                        235GitHub 星标+54 (+29.8 %)

                      学习与参考资源

                      Ranked by creation date, newest first; undated entries come last. 这些资源可单独访问，不参与主要排名。

                      1. 1

                        data-analysis-ml-agent-skills

                        技能
                        活跃打开来源 ↗

                        Evidence-first AI agent skills for reliable data analysis, machine learning, model validation, and reproducibility.

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

                        安装 git clone https://github.com/aiopshwang/data-analysis-ml-agent-skills ~/.claude/skills/data-analysis-ml-agent-skills

                        资源实测增长
                        12GitHub 星标+4 (+50.0 %)
                      2. 2

                        breakscale

                        其他
                        活跃打开来源 ↗

                        Build a system, load it until it breaks, and watch why. A system design simulator for learning distributed systems.

                        TypeScript许可证: MIT
                        • canvas
                        • distributed-systems
                        • education
                        • learning
                        • queueing-theory
                        github资源实测增长
                        1 045GitHub 星标+284 (+37.3 %)
                      3. 3

                        source-reading-methodology

                        技能
                        活跃打开来源 ↗

                        带 AI 精读大型开源仓库的方法论：四阶段流程、可复用模板、28 条踩坑清单，核心是让每个技术论断都可回溯到源码具体行

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

                        安装 git clone https://github.com/itshen/source-reading-methodology ~/.claude/skills/source-reading-methodology

                        资源实测增长
                        133GitHub 星标+6 (+4.7 %)
                      4. 4

                        academy-coach

                        技能
                        活跃打开来源 ↗

                        Free Claude Code plugin: learn Anthropic products hands-on from the official Claude Academy curriculum, and get your Claude Code setup and habits reviewed against Anthropic's best practices

                        Shell
                        • ai-learning
                        • anthropic
                        • best-practices
                        • claude
                        • claude-academy
                        github

                        安装 /plugin marketplace add MrMarudi/academy-coach

                        资源实测增长
                        19GitHub 星标稳定
                      5. 5

                        Orient

                        技能
                        活跃打开来源 ↗

                        A living map of what you're building: state, decisions, and the why for Claude Code, opencode, and Codex. Cheap enough that it never gets in the way.

                        JavaScript
                        • architecturedecisionrecord
                        • claude-code
                        • claude-code-plugin
                        • claude-skills
                        • codex
                        github

                        安装 /plugin marketplace add Chaitanya299/Orient

                        资源实测增长
                        8GitHub 星标稳定
                      6. 6

                        developer-documentation-skill

                        技能
                        活跃打开来源 ↗

                        A standalone AI skill for creating accurate, usable developer documentation.

                        Python
                        • agent-skills
                        • claude-code
                        • codex
                        • developer-documentation
                        • documentation
                        github

                        安装 git clone https://github.com/NateBJones-Projects/developer-documentation-skill ~/.claude/skills/developer-documentation-skill

                        资源实测增长
                        70GitHub 星标+9 (+14.8 %)
                      7. 7

                        agent-stylebooks

                        技能
                        活跃打开来源 ↗

                        11 installable editorial systems for AI agents, based on leading public style guides.

                        Python许可证: MIT
                        • agent-skills
                        • claude-code
                        • claude-skills
                        • content-design
                        • cursor
                        github

                        安装 git clone https://github.com/Neeeophytee/agent-stylebooks ~/.claude/skills/agent-stylebooks

                        资源实测增长
                        58GitHub 星标+4 (+7.4 %)