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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
Open-source infrastructure for the full inference lifecycle: deploy, observe, scale, optimize, and safely release self-hosted models behind one endpoint.
github实测增长Measured age: 26 days0 GitHub 星标 per day over 1 day
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 27.7/100打开来源 ↗64GitHub 星标稳定 - 2活跃
Authorize consequential AI agent actions before execution
mcp实测增长Measured age: 22 days-0.5 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100打开来源 ↗安装
claude mcp add mcp -- npx @decionis/mcp530GitHub 星标-3 (-0.56 %) - 3活跃
Türkçe metinlerden yapay zekâ yazım imzalarını temizleyen Claude skill'i. YZ üretimi Türkçe'yi doğal, insan-sesli Türkçe'ye dönüştürür. | A Claude skill that removes AI writing signatures from Turkish text.
github实测增长Measured age: 27 days-0.17 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 : 24.5/100打开来源 ↗安装
git clone https://github.com/bushrabeg/turkce-humanizer ~/.claude/skills/turkce-humanizer79GitHub 星标-1 (-1.2 %) - 4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.
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 %) - 5活跃
Dalaran
其他Dalaran — Apache-2.0, robotics-first visualization and data infrastructure for multimodal time-series. ROS 2 native, reads existing .rrd recordings. A hard fork of Rerun.
github实测增长Measured age: 28 days-10.52 GitHub 星标 per day over 2 days
Daily change decreased by 20.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 24.1/100打开来源 ↗774GitHub 星标-21 (-2.6 %) - 6活跃
MasterAgent
智能体Build AI agents that run 100% on-device. Sub-100ms latency on Qualcomm NPU. Zero cloud dependency.
github实测增长Measured age: 25 days-2.66 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.3/100打开来源 ↗374GitHub 星标-16 (-4.1 %) - 7活跃
A directory of product launch platforms: where your product qualifies and how each form is filled.
mcp实测增长Measured age: 23 days-11.67 GitHub 星标 per day over 6 days
Daily change increased by 34.96 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 28.6/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://submitmap.com/api/mcp300GitHub 星标-70 (-18.9 %) - 8活跃
skillhub
技能⚡ The Universal Package Manager & Registry for AI Coding Agents (Claude Code, OpenCode, Cursor, Windsurf, RooCode, Copilot). 630+ skills, 15 agent targets, 9-rule security scanner, interactive TUI.
github实测增长Measured age: 17 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28.4/100打开来源 ↗安装
git clone https://github.com/Blazkojj/skillhub ~/.claude/skills/skillhub2GitHub 星标稳定 - 9活跃
rulesync
技能The ESLint & Babel for AI Agent Rules — Compile, lint, optimize, and sync instructions across AGENTS.md, CLAUDE.md, .cursor/rules, and Copilot.
github实测增长Measured age: 29 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100打开来源 ↗安装
git clone https://github.com/juwonllee2024-dotcom/rulesync ~/.claude/skills/rulesync3GitHub 星标稳定 - 10活跃
Google Flights itineraries with fares, legs, carbon emissions and price history, as JSON.
mcp实测增长Measured age: 11 days0.67 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 ↗安装
claude mcp add google-flights -- npx @hasdata/google-flights-mcp5GitHub 星标+4 (+400.0 %) - 11活跃
Dibs
MCPTells an AI agent when another is already doing its work. Board, typed mail, directory claims.
mcp实测增长Measured age: 25 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.3/100打开来源 ↗2GitHub 星标稳定 - 12活跃
Pull Hilan (Hilanet / חילן, חילנט) payslips and Form 106 into any AI assistant.
mcp实测增长Measured age: 29 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 23.7/100打开来源 ↗安装
claude mcp add hilan-mcp -- npx hilan-mcp6GitHub 星标稳定 - 13活跃
Receita Federal: Simples (Issuance de DAS de MEI), official-source lookup. Platform-hosted, pay per
mcp实测增长Measured age: 16 days0 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 ↗需在 MCP 配置中声明的远程服务器
https://api.mcp.ai/p_receita_federal_simples_das1GitHub 星标稳定 - 14活跃
ony
技能ony.ai - The on-call layer for AI coding agents. When your agent hits a decision it cannot make alone
github实测增长Measured age: 20 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 27.2/100打开来源 ↗安装
git clone https://github.com/ony-ai/ony ~/.claude/skills/ony1GitHub 星标稳定 - 15活跃
Full-chain software development agent system for Claude Code — 6 master agents, 25 sub-agents & 96 atomic skills covering product, dev, QA, testing, ops & security.
github实测增长Measured age: 22 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100打开来源 ↗2GitHub 星标稳定 - 16活跃
Finance MCP
MCPMarket data, SEC filings and risk tools for Webull, Saxo and IBKR. Only you can send an order.
mcp实测增长Measured age: 25 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.3/100打开来源 ↗安装
claude mcp add hitl-finance-mcp -- uvx hitl-finance-mcp3GitHub 星标稳定 - 17活跃
Connect AI agents to multiple Shopify Admin stores for reports, comparisons, and guarded updates.
mcp实测增长Measured age: 14 days0 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 ↗安装
claude mcp add shopify-multi-store -- npx shopify-multi-store-mcp-server2GitHub 星标稳定 - 18活跃
Connect two Claude Code ,codex and grok sessions different users too, — your laptop and your VPS. They coordinate over Remote Control and sync/deploy files over SSH with checksum verification. MIT.
github实测增长Measured age: 22 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.4/100打开来源 ↗安装
/plugin marketplace add kadaba/claude-bridge3GitHub 星标稳定 - 19活跃
NoClick
MCPBuild agents to automate any background task. Works with your ChatGPT/Claude subscription.
mcp实测增长Measured age: 10 days0 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.noclick.io/mcp1GitHub 星标稳定 - 20活跃
Agent skill: generate beautiful dark-themed architecture diagrams from your project/demo/idea. Interactive, verifiable, and editable. Delivered as self-contained HTML.
github实测增长Measured age: 6 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
git clone https://github.com/lewes2/archpresent ~/.claude/skills/archpresent1GitHub 星标稳定 - 21活跃
Multi-tenant Telegram gateway for AI agents — HTTP+stdio, 8 tools, MTProto User API
mcp实测增长Measured age: 28 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.1/100打开来源 ↗安装
claude mcp add fast-mcp-telegram -- uvx fast-mcp-telegram2GitHub 星标稳定 - 22活跃
Claude Code skills aimed at product work rather than the codebase — the Figma file you draw in and the spec beside it
github实测增长Measured age: 11 days0.5 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 31/100打开来源 ↗安装
/plugin marketplace add byjunyoung/claude-product-skills5GitHub 星标+3 (+150.0 %)
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 ↗
面向 AI 上下文管理的 Agent Skill：为 Codex 上下文管理、Cursor 上下文切换和 Claude 上下文管理提供跨窗口续接，用 Git 保存可验证的功能说明与变更记录。AI coding context management and agent handoffs.
github安装
资源实测增长git clone https://github.com/gviiisen/repo-context-ledger ~/.claude/skills/repo-context-ledger105GitHub 星标稳定 - 2活跃打开来源 ↗
ballast
技能Builds up to a goal in a field you have no expertise in: splits it into the foundations that goal actually needs, mobilizes what you already hold, learns what is missing, and leaves every solved path behind for the next goal. Nothing is…
github安装
资源实测增长/plugin marketplace add svy04/ballast71GitHub 星标稳定 - 3活跃打开来源 ↗
Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.
github资源实测增长2GitHub 星标稳定