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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
ASO Atlas
MCPApp Store keyword research, rank tracking and App Store Connect performance for your iOS apps.
mcp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 ↗需在 MCP 配置中声明的远程服务器
https://asoatlas.com/mcp0GitHub 星标稳定 - 2活跃
MeshKore
MCPDiscover and call AI agents on the open MeshKore network — 100,000+ indexed agent projects.
mcp估算动量Measured age: 4 days0 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 37.2/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.meshkore.com/v1/mcp0GitHub 星标— - 3活跃
HeyYumi
MCPGround your AI in verified Korean venue data: search & book across Seoul, Gyeonggi, Busan, Jeju.
mcp估算动量Measured age: 2 days0 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 38/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.heyyumi.ai0GitHub 星标— - 4活跃
Swop.id profiles, wallet addresses, and live prediction markets with real-time prices.
mcp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 ↗需在 MCP 配置中声明的远程服务器
https://mcp.swopme.co/mcp0GitHub 星标稳定 - 5活跃
Services, case studies, 169 data and AI guides, and AI readiness scoring. Read-only, keyless.
mcp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 ↗需在 MCP 配置中声明的远程服务器
https://shipshapedata.com/mcp0GitHub 星标稳定 - 6活跃
3GPP Scout
MCPHosted 3GPP MCP server for Rel-15–20 TS/TR search. Index stays current.
mcp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 ↗需在 MCP 配置中声明的远程服务器
https://api.3gppscout.com/mcp/0GitHub 星标稳定 - 7活跃
Fact-check citations: resolve, match, support claims. Arithmetic rechecked. Free to start.
mcp估算动量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://www.stipple.sh/mcp-verify0GitHub 星标— - 8活跃
Spytrend
MCPMeta and TikTok advertising analytics with ads, creatives, advertisers, rankings and six workflows.
mcp估算动量Measured age: 2 days0 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 38/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.spytrend.com/mcp0GitHub 星标— - 9活跃
AI PLC programming and headless TIA Portal automation. Let an AI agent program for you — 240+ CLI verbs over the Siemens Openness API, JSON in and out, dry-run by default. Offline and on-premise, no cloud copilot. S7-1500, S7-1200, SCL,…
github实测增长Measured age: 2 days-0.17 GitHub 星标 per day over 6 days
Daily change decreased by 0.25 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 34.2/100打开来源 ↗安装
git clone https://github.com/Codyte/Tia-Portal-CLI ~/.claude/skills/Tia-Portal-CLI1GitHub 星标-1 (-50.0 %) - 10活跃
LOOM
智能体Dynamic Agent-to-Agent (A2A) task graph generation, subtask independence verification, and parallel multi-agent orchestration
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 ↗7GitHub 星标稳定 - 11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: 5 days0 GitHub 星标 per day over 5 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-google-gmail -- npx mcp-google-gmail0GitHub 星标稳定 - 12活跃
MCP server for the Google Sheets API: read and write ranges, sheets, formatting, charts, sharing.
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 5 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-google-sheets -- npx @a1-x-tech/mcp-google-sheets0GitHub 星标稳定 - 13活跃
Sourcey
MCPStdio bridge to Sourcey startup offers and Agent Readiness report cards.
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-server -- npx @sourcey/mcp-server0GitHub 星标稳定 - 14活跃
MCP server for the Google Slides API: presentations, slides, text, shapes, images and tables.
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 5 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-google-slides -- npx @a1-x-tech/mcp-google-slides0GitHub 星标稳定 - 15活跃
MCP server for the Google Tasks API: task lists, subtasks, due dates, complete and move tasks.
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 5 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-google-tasks -- npx mcp-google-tasks0GitHub 星标稳定 - 16活跃
YouTube video metadata and channel data by URL or @handle. No API key or quota. Pay per result.
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.apify.com/?tools=nick.cheng/youtube-video-channel-scraper0GitHub 星标稳定 - 17活跃
Local-first PHI detection for source code, LLM prompts, logs, and analytics
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 phi-guard-mcp -- npx phi-guard-mcp0GitHub 星标稳定 - 18活跃
X (Twitter) profiles, tweets and single-tweet lookup by handle or URL. No login. Pay per result.
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.apify.com/?tools=nick.cheng/x-twitter-profile-tweets-scraper0GitHub 星标稳定 - 19活跃
Live spot crypto ETF flows for 13 assets, CEFI sentiment index and prices.
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 cryptoetf -- npx @zerosix-studio/cryptoetf-mcp0GitHub 星标稳定 - 20活跃
Non-custodial agent wallet for Robinhood Chain. Pays x402 requests in USDG.
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 5 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 aeron-wallet -- npx aeron-wallet0GitHub 星标稳定 - 21活跃
Affect analysis, 3D avatar params, empathy hints and somatic emotion decode.
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://taichusjs.cn/mcp0GitHub 星标稳定 - 22活跃
Agent skills for pragmatic programmers.
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
/plugin marketplace add MK27MK/no-bs-skills2GitHub 星标稳定 - 23活跃
TikTok profiles (followers, bio) and per-video stats by handle or URL. No login. Pay per result.
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.apify.com/?tools=nick.cheng/tiktok-profile-stats-scraper0GitHub 星标稳定 - 24活跃
X/Twitter, YouTube and TikTok data tools in one stdio MCP server (Apify-hosted). Pay per result.
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 social-data-mcp -- npx social-data-mcp0GitHub 星标稳定 - 25活跃
Read and search exact public source URLs with stable paragraph citations.
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 5 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://r.smry.ai/mcp0GitHub 星标稳定