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

    Japan home-visit nursing reimbursement rules, each with its source and that source's standing.

    Python许可证: NOASSERTION

      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://jhnrd-mcp.oga-surf-project.workers.dev/mcp

      1GitHub 星标稳定
    • 2

      技能
      活跃

      Framework-agnostic AI engineering control plane with project-aware routing, 0–2 specialists, persistent memory, minimal-change development, verification, and mandatory security review.

      JavaScript许可证: MIT
      • ai
      • ai-agent
      • ai-agents
      • ai-coding
      • ai-tools

      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/soden46/engineer-flow ~/.claude/skills/engineer-flow

      3GitHub 星标稳定
    • 3

      MCP
      活跃

      Read-only Pearl place discovery, recommendations, and private member travel context.

      JavaScript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 ↗

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

        1GitHub 星标+1
      • 4

        MCP
        活跃

        Debezium / Kafka Connect CDC connector management for AI agents — governed, secret-safe.

        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-debezium -- npx @dockndevai/mcp-debezium

          1GitHub 星标稳定
        • 5

          MCP
          活跃

          ClickHouse query & management for AI agents — SQL-classified read/write/destructive gating.

          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-clickhouse -- npx @dockndevai/mcp-clickhouse

            1GitHub 星标稳定
          • 6

            MCP
            活跃

            Apache Kafka monitoring & management for AI agents (with consumer lag) — 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-kafka -- npx @dockndevai/mcp-kafka

              1GitHub 星标稳定
            • 7

              MCP
              活跃

              Oracle Cloud discovery + Terraform generation for AI agents — read-only, secret-safe.

              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-oci -- npx @dockndevai/mcp-oci

                1GitHub 星标稳定
              • 8

                MCP
                活跃

                Kubernetes monitoring & ops for AI agents — safe-by-default access modes and guards.

                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 mcp-kubernetes -- npx @dockndevai/mcp-kubernetes

                  2GitHub 星标+1 (+100.0 %)
                • 9

                  MCP
                  活跃

                  Keycloak admin for AI agents — realms, users, clients, roles; safe-by-default governance.

                  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-keycloak -- npx @dockndevai/mcp-keycloak

                    1GitHub 星标稳定
                  • 10

                    技能
                    活跃

                    Turn talks, books and interviews into a method your agent can actually follow. Finds the decisions and the criteria behind them instead of restating the content. RU and EN.

                    许可证: MIT
                    • agent-skills
                    • ai-agents
                    • claude-code
                    • claude-code-skill
                    • 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/PolarSnowflake/skills-from-expertise ~/.claude/skills/skills-from-expertise

                    2GitHub 星标稳定
                  • 11

                    MCP
                    活跃

                    Generate images and video from text prompts across Gemini, OpenAI and Kie AI.

                    ↓ 486 下载/周TypeScript许可证: MIT

                      mcp实测增长Measured age: 13 days8.84 GitHub 星标 per day over 6 days

                      Daily change is identical across the last two measured intervals.

                      Descriptive emergence index : 34.4/100打开来源 ↗

                      安装 claude mcp add mediagen -- npx mediagen

                      54GitHub 星标+53 (+5300.0 %)
                    • 12

                      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 days60.1 GitHub 星标 per day over 6 days

                      Daily change increased by 88.12 GitHub 星标/day between the last two measured intervals.

                      Descriptive emergence index : 55.3/100打开来源 ↗

                      1 591GitHub 星标+361 (+29.3 %)
                    • 13

                      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 days102.92 GitHub 星标 per day over 6 days

                      Daily change decreased by 29.21 GitHub 星标/day between the last two measured intervals.

                      Descriptive emergence index : 57.5/100打开来源 ↗

                      5 071GitHub 星标+618 (+13.9 %)
                    • 14

                      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 increased by 1.01 GitHub 星标/day between the last two measured intervals.

                        Descriptive emergence index : 28.9/100打开来源 ↗

                        339GitHub 星标-6 (-1.7 %)
                      • 15

                        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 days15.82 GitHub 星标 per day over 6 days

                        Daily change decreased by 15.36 GitHub 星标/day between the last two measured intervals.

                        Descriptive emergence index : 36.3/100打开来源 ↗

                        741GitHub 星标+95 (+14.7 %)
                      • 16

                        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 days8.66 GitHub 星标 per day over 6 days

                        Daily change decreased by 2.05 GitHub 星标/day between the last two measured intervals.

                        Descriptive emergence index : 32.8/100打开来源 ↗

                        231GitHub 星标+52 (+29.1 %)
                      • 17

                        其他
                        活跃

                        End-to-end streaming data platform on AWS: Kafka → Iceberg lake → Kimball model → Athena, orchestrated with Airflow 3. Terraform, Glue PySpark, dbt.

                        Python
                        • apache-airflow
                        • apache-iceberg
                        • athena
                        • aws
                        • data-engineering

                        github实测增长Measured age: 18 days6.83 GitHub 星标 per day over 6 days

                        Daily change decreased by 0.07 GitHub 星标/day between the last two measured intervals.

                        Descriptive emergence index : 31.5/100打开来源 ↗

                        117GitHub 星标+41 (+53.9 %)
                      • 18

                        智能体
                        活跃

                        Where agent teams gather. Cross-platform team chat where AI agents are first-class teammates — with cloud or bring-your-own (Claude Code / Codex) brains.

                        TypeScript许可证: MIT

                          github实测增长Measured age: 18 days39.63 GitHub 星标 per day over 6 days

                          Daily change decreased by 2.55 GitHub 星标/day between the last two measured intervals.

                          Descriptive emergence index : 43.6/100打开来源 ↗

                          3 462GitHub 星标+238 (+7.4 %)
                        • 19

                          智能体
                          活跃

                          Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.

                          TypeScript许可证: MIT
                          • ag-ui
                          • agent-governance
                          • ai-agents
                          • browser-automation
                          • copilotkit

                          github实测增长Measured age: 19 days138.92 GitHub 星标 per day over 6 days

                          Daily change increased by 68.05 GitHub 星标/day between the last two measured intervals.

                          Descriptive emergence index : 63.6/100打开来源 ↗

                          4 153GitHub 星标+834 (+25.1 %)

                        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 003GitHub 星标+242 (+31.8 %)
                        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
                          132GitHub 星标+5 (+3.9 %)
                        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-1 (-5.0 %)
                        5. 5

                          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
                          69GitHub 星标+11 (+19.0 %)
                        6. 6

                          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 %)