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This view contains entries created less than 7 days ago. The stored editorial content remains in English.
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混合排名：实测增长优先。
该排名的计算方式
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
工具排名
混合排名：实测增长优先。 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
mcpify
MCPFocused, production-ready CLI: turn any OpenAPI REST API into an MCP server.
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗安装
claude mcp add mcpify -- uvx mcpify-openapi1GitHub 星标稳定 - 2活跃
Dernek ve vakiflar icin Fonzip API v2 MCP sunucusu: bagis, uye, aidat ve etkinlik verileri.
mcp实测增长Measured age: 3 days0 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 37.6/100打开来源 ↗安装
claude mcp add fonzip -- npx @ubaranzorlu/fonzip-mcp0GitHub 星标稳定 - 3活跃
MCP server for Smartsheet Resource Management (10,000ft API) time tracking and scheduling.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add smartsheet-rm -- uvx mcp-server-smartsheet-rm0GitHub 星标稳定 - 4活跃
skillkit
MCPToolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗安装
claude mcp add skillkit -- uvx skillkit-cli0GitHub 星标稳定 - 5活跃
Official MCP server for GetBirthChart astrology calculations.
mcp实测增长Measured age: 4 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.4/100打开来源 ↗安装
claude mcp add getbirthchart-mcp -- npx @getbirthchart/mcp0GitHub 星标稳定 - 6活跃
MCP server for Sigma Computing. Provision dashboards, build models, and automate cloud analytics.
mcp实测增长Measured age: 6 days-0.6 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add sigma -- uvx mcp-server-sigma0GitHub 星标-3 (-100.0 %) - 7活跃
Co-purchase intelligence and merchant ops tools for AI shopping, ecommerce, and B2B agents
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add marketbasketanalysis-mcp -- npx @marketbasketanalysis/mcp0GitHub 星标稳定 - 8活跃
Background tasks that keep running after your app is backgrounded, for React Native and Expo. Wraps iOS 26 BGContinuedProcessingTask (Live Activity) and Android WorkManager foreground services behind one typed API. Swift + Kotlin via Nitro…
github实测增长Measured age: 2 days48.34 GitHub 星标 per day over 1 day
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 57.9/100打开来源 ↗175GitHub 星标+48 (+37.8 %) - 9活跃
Spotify, native and fast. One lightweight Rust app for your whole library, local playback, and Spotify Connect on Linux, macOS, and Windows.
github实测增长Measured age: 6 days772.42 GitHub 星标 per day over 1 day
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 90.4/100打开来源 ↗2 344GitHub 星标+767 (+48.6 %) - 10活跃
snagtime
应用Free, self-hostable scheduling app with booking links, Google Calendar sync, SMTP notifications, and Stripe test payments.
github实测增长Measured age: 6 days16 GitHub 星标 per day over 4 days
Daily change increased by 1.14 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 40.4/100打开来源 ↗318GitHub 星标+64 (+25.2 %) - 11未知最近提交：暂无数据
huggingface实测增长Measured age: 3 days0 Hub 30 天下载量 per day over 1 day
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 37.6/100打开来源 ↗Transformers 标识符
kiel2/KielGen-Fast318Hub 30 天下载量稳定 - 12活跃
从孙割19年白月光的痛彻心扉中蒸馏出来的无上心法
github实测增长Measured age: 6 days49.58 GitHub 星标 per day over 5 days
Daily change decreased by 4.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 50.9/100打开来源 ↗安装
git clone https://github.com/KKKKhazix/sun-style-writing ~/.claude/skills/sun-style-writing359GitHub 星标+248 (+223.4 %) - 13活跃
DrillerDB
MCPDrilling jobs, customers, invoices, crews, schedules, and well logs for well contractors.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.drillerdb.com0GitHub 星标稳定 - 14活跃
Space weather: Kp index, NOAA 3-day geomagnetic forecast, solar flares, aurora visibility.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.solarstorm.today/mcp0GitHub 星标稳定 - 15活跃
Is this prose AI-written? A probability with the tells behind it. Free to start, no key.
mcp估算动量Measured age: 5 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://www.stipple.sh/mcp-aitext0GitHub 星标— - 16活跃
Everything plus the kitchen sink for Word: live editing, mail merge, redaction, audits, citations.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add kitchensink4word -- uvx kitchensink4word0GitHub 星标稳定 - 17活跃
Report local task-scoped test and build residue without cleaning resources.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗0GitHub 星标稳定 - 18活跃
Traveler.md
MCPA traveler's portable travel profile and trip plans. It remembers, it does not search or book.
mcp估算动量Measured age: 6 days0 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.traveler.md/mcp0GitHub 星标— - 19活跃
Weav
MCPConnect AI tools to Weav customer service. Search conversations, reply, and manage knowledge.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.weav.com/mcp0GitHub 星标稳定 - 20活跃
GSTIN verification, GST filing history, HSN/SAC lookup, and MCA company registry for India.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add gstinapi-mcp -- npx gstinapi-mcp0GitHub 星标稳定 - 21活跃
US Auctions
MCPLive US auction lots and sold prices from commercial auction houses and government surplus
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://gateway.pipeworx.io/us-auctions/mcp0GitHub 星标稳定 - 22活跃
Vocaneo
MCPFrench job profiles, RNCP diplomas and 135,000 training programs. Read-only, no account.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.vocaneo.com/mcp0GitHub 星标稳定 - 23活跃
MCP server for GoCD: dashboard, pipelines, artifacts, agents. Context-lean output.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗安装
claude mcp add gocd -- npx gocd-mcp0GitHub 星标稳定 - 24活跃
Autonomous procurement agent for Razorpay test-mode commerce — bounded, gated, and fully audited. Built for the Razorpay AI Buildathon, Track 1: Agentic Commerce.
github实测增长Measured age: 6 days0 GitHub 星标 per day over 5 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.7/100打开来源 ↗0GitHub 星标稳定
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 ↗
🛡️ Comprehensive Cybersecurity Arsenal, Bug Bounty Payloads & Security Audit Tools by IKONA ONI
github资源实测增长117GitHub 星标+7 (+6.4 %)