工具说明为英文。
最新 — 30
This view contains entries created less than 30 days ago. The stored editorial content remains in English.
排序方式
Ranked by creation date, newest first; undated entries come last.
该排名的计算方式
The descriptive index uses stored creation age, acquisition velocity, and measurable acceleration.
工具排名
Ranked by creation date, newest first; undated entries come last. 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
Airbnb stays by location and dates, and full listing details, as structured JSON.
mcp实测增长Measured age: 11 days0.67 GitHub 星标 per day over 6 days
Daily change decreased by 2 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 31.1/100打开来源 ↗安装
claude mcp add airbnb -- npx @hasdata/airbnb-mcp5GitHub 星标+4 (+400.0 %) - 2活跃
Indeed job listings by keyword and location, and full postings, as structured JSON.
mcp实测增长Measured age: 11 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 : 30.9/100打开来源 ↗安装
claude mcp add indeed -- npx @hasdata/indeed-mcp3GitHub 星标+2 (+200.0 %) - 3活跃
Google Trends interest over time, by region, and related queries and topics, as JSON.
mcp实测增长Measured age: 11 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 : 30.9/100打开来源 ↗安装
claude mcp add google-trends -- npx @hasdata/google-trends-mcp3GitHub 星标+2 (+200.0 %) - 4活跃
Public TikTok profiles, videos, comments and keyword search as JSON. No developer account.
mcp实测增长Measured age: 11 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 : 30.9/100打开来源 ↗安装
claude mcp add tiktok -- npx @hasdata/tiktok-mcp3GitHub 星标+2 (+200.0 %) - 5活跃
Prove and remove accidental codebase complexity without breaking behavior.
github实测增长Measured age: 11 days17.67 GitHub 星标 per day over 6 days
Daily change decreased by 6.51 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 39/100打开来源 ↗安装
git clone https://github.com/tt-a1i/simplify-codebase ~/.claude/skills/simplify-codebase428GitHub 星标+106 (+32.9 %) - 6活跃
Free AI-agent challenges with an MCP prompt, resources, ID-free evaluation, hints, and replay.
mcp实测增长Measured age: 11 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 : 30.9/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://worldorder.club/mcp1GitHub 星标+1 - 7活跃
skills
技能Code-quality skills by Max Kanat-Alexander.
github实测增长Measured age: 11 days2.83 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 : 32.3/100打开来源 ↗安装
git clone https://github.com/mkanat/skills ~/.claude/skills/skills69GitHub 星标+17 (+32.7 %) - 8活跃
Turn one line-art image into a prompt-directed, hand-drawn scribe animation MP4.
mcp实测增长Measured age: 11 days1.83 GitHub 星标 per day over 6 days
Daily change decreased by 5.5 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 31.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://scribble.boringstuff.club/mcp16GitHub 星标+11 (+220.0 %) - 9活跃
Fireweed
MCPAgent memory where every fact carries a receipt, and deletion is provable.
mcp实测增长Measured age: 11 days0.67 GitHub 星标 per day over 6 days
Daily change decreased by 2 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 31.1/100打开来源 ↗安装
claude mcp add fireweed-mcp -- uvx fireweed-mcp4GitHub 星标+4 - 10活跃
Open federated knowledge network for humans and AI agents with provenance and visible disagreement.
mcp实测增长Measured age: 11 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://humanitycommons.org/mcp1GitHub 星标稳定 - 11活跃
Rapidly
MCPTest the idea before you build it. Rapidly works inside your AI agent.
mcp实测增长Measured age: 11 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://www.rapidly.co/mcp1GitHub 星标稳定 - 12活跃
302 open exercise illustrations and a framework-neutral npm package by Bryl Lim
github实测增长Measured age: 11 days30.8 GitHub 星标 per day over 6 days
Daily change decreased by 64.78 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 43.7/100打开来源 ↗1 165GitHub 星标+185 (+18.9 %) - 13活跃
Free Claude Code skill + the certified-BI doctrine from kymira.ai: business intelligence where every number reconciles to the file's own totals.
github实测增长Measured age: 11 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗安装
git clone https://github.com/dylnbaker15/Claude-Skills-For-Business-Intelligence ~/.claude/skills/Claude-Skills-For-Business-Intelligence1GitHub 星标稳定 - 14活跃
Spotify MCP
MCPThe most complete Spotify MCP: playback, library, playlists, search, podcasts and audiobooks.
mcp实测增长Measured age: 11 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 : 30.9/100打开来源 ↗安装
claude mcp add spotify-mcp-server -- npx @novalux12/spotify-mcp1GitHub 星标+1 - 15活跃
Instagram
MCPInstagram for AI agents: publish, read comments and DMs, insights, and engage from your account.
mcp实测增长Measured age: 11 days1.33 GitHub 星标 per day over 6 days
Daily change decreased by 4 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 31.4/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://api.mcp.ai/p_instagram8GitHub 星标+8 - 16活跃
Purge multi-vendor AI watermarks: clean Unicode text, apply statistical rewrite hooks, and clear C2PA plus metadata from PNG, JPEG, SVG, PDF, DOCX, HTML, and MD.
github实测增长Measured age: 11 days2.33 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 : 32/100打开来源 ↗安装
/plugin marketplace add ShadowAqueduct/watermark-remover841GitHub 星标+14 (+1.7 %) - 17活跃
Grounded sports predictions plus European soccer and tennis arbitrage data for AI agents.
mcp实测增长Measured age: 11 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗安装
claude mcp add ledgerfc -- npx @inbin/ledgerfc-mcp1GitHub 星标稳定 - 18活跃
Recruiter-grade boolean/x-ray search strings from a 20-year sourcing playbook.
mcp实测增长Measured age: 11 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 : 30.8/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://sourcerdesk.com/mcp1GitHub 星标+1 - 19活跃
Merged into goal-to-proof — evidence-first investigation now lives there.
github实测增长Measured age: 11 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗安装
git clone https://github.com/aiopshwang/evidence-first-problem-solving ~/.claude/skills/evidence-first-problem-solving8GitHub 星标稳定 - 20活跃
Azure Resource Manager inventory & ops for AI agents — governed, confirmation-gated.
mcp实测增长Measured age: 11 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗安装
claude mcp add mcp-azure -- npx @dockndevai/mcp-azure1GitHub 星标稳定 - 21活跃
Azure DevOps boards, repos, pipelines & projects for AI agents — governed.
mcp实测增长Measured age: 11 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗安装
claude mcp add mcp-azure-devops -- npx @dockndevai/mcp-azure-devops1GitHub 星标稳定 - 22活跃
Answers you can judge and act on without reading code — Claude Code plugins that keep implementation detail below a marked line. Off by default, armed one session at a time.
github实测增长Measured age: 11 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗安装
/plugin marketplace add VincentHHY/big-picture22GitHub 星标稳定 - 23活跃
Japan home-visit nursing reimbursement rules, each with its source and that source's standing.
mcp实测增长Measured age: 11 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.7/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://jhnrd-mcp.oga-surf-project.workers.dev/mcp1GitHub 星标稳定 - 24活跃
Framework-agnostic AI engineering control plane with project-aware routing, 0–2 specialists, persistent memory, minimal-change development, verification, and mandatory security review.
github实测增长Measured age: 12 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 30.3/100打开来源 ↗安装
git clone https://github.com/soden46/engineer-flow ~/.claude/skills/engineer-flow3GitHub 星标稳定
学习与参考资源
Ranked by creation date, newest first; undated entries come last. 这些资源可单独访问，不参与主要排名。
- 1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 %)