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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
ponytail
技能Ship production-ready code with one line of AI-generated output, built for 20 agents and zero ceremony.
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 ↗安装
git clone https://github.com/saqie803/ponytail ~/.claude/skills/ponytail0GitHub 星标稳定 - 2活跃
MCP server for the Google Sheets API: read and write ranges, sheets, formatting, charts, sharing.
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 mcp-google-sheets -- npx @a1-x-tech/mcp-google-sheets0GitHub 星标稳定 - 3活跃
Gmail MCP
MCPMCP server for the Gmail API: search, read and send email, manage drafts, labels and the trash.
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 mcp-google-gmail -- npx mcp-google-gmail0GitHub 星标稳定 - 4活跃
MCP server for the Google Drive API: search, upload, download, organize and share files.
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 mcp-google-drive -- npx @a1-x-tech/mcp-google-drive0GitHub 星标稳定 - 5活跃
Contexter
MCPShare one project context across ChatGPT, Claude, Telegram and any MCP client.
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://contexterai.com/mcp0GitHub 星标稳定 - 6活跃
UnRemind.me
MCPContext-aware reminders that surface when your situation matches, not at a fixed time.
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://unremind.me/mcp?src=mcp-registry0GitHub 星标稳定 - 7活跃
MCP server for the Google Docs API: read and edit documents, styles, tables, images, comments.
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 mcp-google-docs -- npx @a1-x-tech/mcp-google-docs0GitHub 星标稳定 - 8活跃
Immopix
MCPAI photo enhancement for real estate listings.
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://immopix.ai/mcp0GitHub 星标稳定 - 9活跃
MCP server for Google Custom Search: web and image search via a Programmable Search Engine.
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 mcp-google-custom-search -- npx mcp-google-custom-search0GitHub 星标稳定 - 10活跃
Free, keyless. CRE loan maturities in 52 states. Parcels, ownership, sales: Massachusetts only.
mcp估算动量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 ↗需在 MCP 配置中声明的远程服务器
https://exchange-production-9123.up.railway.app/mcp0GitHub 星标— - 11活跃
Open-source SEO + GEO skills for Claude — keyword research, rank tracking, site audits, backlinks, competitor gaps, AI visibility. Runs on your real Search Console / GA4 / ads data via MCP, with DataForSEO built in. Free, MIT.
github实测增长Measured age: 6 days94.18 GitHub 星标 per day over 4 days
Daily change decreased by 27.57 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 59.3/100打开来源 ↗419GitHub 星标+377 (+897.6 %) - 12活跃
Stop your coding agent from stalling real work on self-invented bookkeeping - receipts, hashes, locks, certification rituals. Ship first, then verify. Skill for Claude Code, Codex, and other agents.
github实测增长Measured age: 6 days6.25 GitHub 星标 per day over 4 days
Daily change decreased by 11.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 35.9/100打开来源 ↗安装
git clone https://github.com/Vuk97/forward-implementation-first ~/.claude/skills/forward-implementation-first161GitHub 星标+25 (+18.4 %) - 13活跃
A friendly persona skill that seems clueless about the subject while coding but explodes with intensity in moments of crisis...
github实测增长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 ↗3GitHub 星标稳定 - 14活跃
Convert documents and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scanned files, any URL.
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 ↗需在 MCP 配置中声明的远程服务器
https://mcp.file2markdown.ai/mcp1GitHub 星标稳定 - 15活跃
Obelinf
MCPMCP server for Obelinf, the network documentation platform. Sites, racks, devices, IPs, VLANs.
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 ↗需在 MCP 配置中声明的远程服务器
https://api.obelinf.com/mcp?org={orgSlug}1GitHub 星标稳定 - 16活跃
Manage Percona PostgreSQL + PgBouncer on Kubernetes — safe-by-default access modes and guards.
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 mcp-percona-pg -- npx @dockndevai/mcp-percona-pg1GitHub 星标稳定 - 17活跃
Spacecraft component specs from vendor datasheets: search, dumps, budgets
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 mrd -- npx @newspacemarket/mrd-mcp0GitHub 星标稳定 - 18活跃
DF-e
MCPBrazilian SEFAZ e-invoices (NF-e, CT-e) issued against your company. A1 cert, DANFE PDF.
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 ↗需在 MCP 配置中声明的远程服务器
https://api.mcp.ai/p_dfe0GitHub 星标稳定 - 19活跃
F1Laps
MCPRead-only F1 game laps, telemetry, setups, leaderboard benchmarks, and progress.
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 ↗需在 MCP 配置中声明的远程服务器
https://www.f1laps.com/mcp0GitHub 星标稳定 - 20活跃
Look up a guitar chord by name and get a text chord diagram. 12,708 standard-tuning names.
mcp实测增长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 ↗安装
claude mcp add gpra-chord-charts -- npx gpra-chord-charts-mcp0GitHub 星标稳定 - 21活跃
Korean tax law graph: current statutes, 150k+ court/tribunal cases, 145k+ NTS rulings.
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 ↗需在 MCP 配置中声明的远程服务器
https://mcp.taxjarvis.com/mcp0GitHub 星标稳定 - 22活跃
Search shared Grok Bots by what they do. Credit the creator. No prompt text.
mcp实测增长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.sharegrokbots.com/mcp0GitHub 星标稳定 - 23活跃
YouTube thumbnail and title shelf sizes, measured. Not affiliated with YouTube or Google.
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 ↗0GitHub 星标稳定 - 24活跃
Measured pixel geometry of YouTube thumbnail and title shelves, with provenance.
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 ↗0GitHub 星标稳定 - 25活跃
Build, validate, and describe TTEOP telemetry envelopes for AI operator token efficiency.
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 tteop-mcp -- npx tteop-mcp0GitHub 星标稳定