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This view contains entries created less than 30 days ago. The stored editorial content remains in English.
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活跃
Agent Skill: make Claude write in Barbara Minto's Pyramid Principle - answer first, grouped reasons, evidence under each.
github实测增长Measured age: 18 days1.83 GitHub 星标 per day over 6 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 29/100打开来源 ↗安装
git clone https://github.com/millwright-labs/minto-pyramid-skill ~/.claude/skills/minto-pyramid-skill65GitHub 星标+11 (+20.4 %) - 2活跃
Open-source, privacy-first and cookieless web analytics with revenue attribution and an MCP server.
github实测增长Measured age: 23 days4.33 GitHub 星标 per day over 6 days
Daily change decreased by 6.09 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 28.3/100打开来源 ↗391GitHub 星标+26 (+7.1 %) - 3活跃
HQBase
MCPConnect AI agents to your self-hosted HQBase shared email workspace.
mcp实测增长Measured age: 26 days3.83 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.9/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://{installation_domain}/mcp309GitHub 星标+23 (+8.0 %) - 4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…
github实测增长Measured age: 24 days2.67 GitHub 星标 per day over 6 days
Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 27.1/100打开来源 ↗安装
git clone https://github.com/moskoo/xxg-portrait-rebuild-light ~/.claude/skills/xxg-portrait-rebuild-light154GitHub 星标+16 (+11.6 %) - 5活跃
nopus
技能Deterministic prose checks for clearer coding-agent responses
github实测增长Measured age: 20 days3.17 GitHub 星标 per day over 6 days
Daily change decreased by 1.5 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/Vistyy/nopus ~/.claude/skills/nopus270GitHub 星标+19 (+7.6 %) - 6活跃
20+ 款可独立安装的 AI 视觉风格 Skill：挑一款、上传一张照片，在 Codex 里直接生成成品。作者 @威比 Hunter Wei.（抖音、小红书同名）
github实测增长Measured age: 26 days2.17 GitHub 星标 per day over 6 days
Daily change increased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 26.2/100打开来源 ↗安装
git clone https://github.com/Vieeeeeee/wibi-style ~/.claude/skills/wibi-style129GitHub 星标+13 (+11.2 %) - 7活跃
Profile Claude Code context, discover repeated workflows, and regression-test your skills. Local-only, zero-dependency.
github实测增长Measured age: 10 days0.33 GitHub 星标 per day over 6 days
Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 31.3/100打开来源 ↗安装
/plugin marketplace add nks0614/harnessay5GitHub 星标+2 (+66.7 %) - 8活跃
Agent Skills von LOGIN zur freien Nutzung - SKILL.md-Format fuer Claude Code, Claude-App und API
github实测增长Measured age: 28 days1.5 GitHub 星标 per day over 6 days
Daily change decreased by 2.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 24.9/100打开来源 ↗安装
git clone https://github.com/LOGIN-TB/claude-skills ~/.claude/skills/claude-skills65GitHub 星标+9 (+16.1 %) - 9活跃
Local-first version control for AI work. Savepoint and resume your project state across chats.
mcp实测增长Measured age: 22 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.5/100打开来源 ↗安装
claude mcp add stateark -- npx stateark2GitHub 星标+1 (+100.0 %) - 10活跃
TacticalRMM
MCPRead your TacticalRMM fleet; run commands only after per-command human approval.
mcp实测增长Measured age: 21 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.9/100打开来源 ↗安装
claude mcp add trmm-mcp -- uvx trmm-mcp2GitHub 星标+1 (+100.0 %) - 11活跃
chat-recall
MCPMemory, secret scanning and code findings across every AI coding tool
mcp实测增长Measured age: 15 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 29.3/100打开来源 ↗安装
claude mcp add chat-recall -- npx chat-recall2GitHub 星标+1 (+100.0 %) - 12活跃
🚀 Universal Open-Source AI Agent Skills & Rules Library for Antigravity, Cursor, Claude Code, GitHub Copilot, OpenAI Codex & Windsurf.
github实测增长Measured age: 25 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 : 25.4/100打开来源 ↗安装
git clone https://github.com/GktuOktay/ai-skills ~/.claude/skills/ai-skills2GitHub 星标+1 (+100.0 %) - 13活跃
quillrag
MCPSingle-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.
mcp实测增长Measured age: 9 days0.17 GitHub 星标 per day over 6 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 31.6/100打开来源 ↗2GitHub 星标+1 (+100.0 %) - 14活跃
TrendFlow
MCPGoogle Trends data: interest over time, by region, related queries, and trending now.
mcp实测增长Measured age: 29 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 : 23.8/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://trendflow.mory.dev/mcp2GitHub 星标+1 (+100.0 %) - 15活跃
Twelve tools: token, wallet, contract and site security. Two free, the rest $1 in USDC over x402.
mcp实测增长Measured age: 18 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 : 28.1/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://centry.cybercentry.co.uk/api/mcp2GitHub 星标+1 (+100.0 %) - 16活跃
Kubernetes monitoring & ops for AI agents — safe-by-default access modes and guards.
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-kubernetes2GitHub 星标+1 (+100.0 %) - 17活跃
Production patterns for agent orchestrators, harnesses, evals, MCP/A2A interoperability, memory, provider routing, and LLM usage metering.
github实测增长Measured age: 29 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.8/100打开来源 ↗安装
git clone https://github.com/ssheleg/agent-stack ~/.claude/skills/agent-stack2GitHub 星标+1 (+100.0 %) - 18活跃
Query a verified document collection: passages that answer a question, with their source.
mcp实测增长Measured age: 15 days0.17 GitHub 星标 per day over 6 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 29.3/100打开来源 ↗安装
claude mcp add markdown-document-search -- uvx mdcx2GitHub 星标+1 (+100.0 %) - 19活跃
Query a verified document collection: passages that answer a question, with their source.
mcp实测增长Measured age: 15 days0.17 GitHub 星标 per day over 6 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 29.3/100打开来源 ↗安装
claude mcp add mdcx -- uvx mdcx2GitHub 星标+1 (+100.0 %) - 20活跃
Live Booking.com hotel prices, plus per-country pricing for rate-parity monitoring.
mcp实测增长Measured age: 18 days0.17 GitHub 星标 per day over 6 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 28.1/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://hotels.flightpowers.com/mcp2GitHub 星标+1 (+100.0 %) - 21活跃
Solana lending tools: live stats, 160+ collateral tokens, loan terms, x402 agent borrowing
mcp实测增长Measured age: 14 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 29.6/100打开来源 ↗2GitHub 星标+1 (+100.0 %) - 22活跃
WalkMyPlan
MCPDescribe a house or upload a DWG/vector-PDF plan and get a walkable, editable 3D model.
mcp实测增长Measured age: 23 days0.17 GitHub 星标 per day over 6 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 26.2/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.walkmyplan.com/mcp2GitHub 星标+1 (+100.0 %) - 23活跃
Real-time Google Flights: one-way and round-trip fares over date ranges, with price verdicts.
mcp实测增长Measured age: 18 days0.17 GitHub 星标 per day over 6 days
Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 28.1/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://flights.flightpowers.com/mcp2GitHub 星标+1 (+100.0 %)
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活跃打开来源 ↗
A standalone AI skill for creating accurate, usable developer documentation.
github安装
资源实测增长git clone https://github.com/NateBJones-Projects/developer-documentation-skill ~/.claude/skills/developer-documentation-skill69GitHub 星标+11 (+19.0 %) - 2活跃打开来源 ↗
Evidence-first AI agent skills for reliable data analysis, machine learning, model validation, and reproducibility.
github安装
资源实测增长git clone https://github.com/aiopshwang/data-analysis-ml-agent-skills ~/.claude/skills/data-analysis-ml-agent-skills12GitHub 星标+4 (+50.0 %)