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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
ILOSTAT labour statistics with provenance (source, vintage, license). 6 tools incl. search/fetch.
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 ilo-mcp-server -- npx ilo-mcp-server1GitHub 星标稳定 - 2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: 7 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.3/100打开来源 ↗7GitHub 星标稳定 - 3活跃
eliviz
技能Claude Code plugin: turn any data file into an interactive single-file HTML report or a static infographic PNG — with switchable design identities
github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
/plugin marketplace add costiash/eliviz7GitHub 星标稳定 - 4活跃
Trainable non-fiction writing voice, presets, and an anti-AI-tells audit for Claude, via MCP.
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 etincel-nonfiction -- npx etincel8GitHub 星标稳定 - 5活跃
Community-maintained skills for specialized HyperFrames workflows.
github实测增长Measured age: 12 days1 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 : 30.9/100打开来源 ↗安装
git clone https://github.com/heygen-com/hyperframes-community-skills ~/.claude/skills/hyperframes-community-skills59GitHub 星标+6 (+11.3 %) - 6活跃
Agent-to-agent communication and multi-agent messaging, local-first: an A2A-inspired coordination platform where AI agents talk in natural language, manage tasks with human approval, and never send your data to the cloud. 65-command API,…
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 ↗1GitHub 星标稳定 - 7活跃
Merged into goal-to-proof — evidence-first investigation now lives there.
github实测增长Measured age: 13 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 29.9/100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 - 8活跃
skills
技能OMP-native pstack and orchestration skills for multi-agent coding workflows
github实测增长Measured age: 18 days0.33 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28.2/100打开来源 ↗安装
git clone https://github.com/dsebban/skills ~/.claude/skills/skills58GitHub 星标+2 (+3.6 %) - 9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: 8 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 31.9/100打开来源 ↗安装
git clone https://github.com/lewes2/archpresent ~/.claude/skills/archpresent1GitHub 星标稳定 - 10活跃
Build, backtest, and deploy crypto trading strategies via MCP with 7-stage validation.
mcp实测增长Measured age: 11 days1.33 GitHub 星标 per day over 6 days
Daily change is identical across 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://dmoera.xyz/mcp8GitHub 星标+8 - 11活跃
Multisim MCP
MCPGenerate Multisim circuits, run simulations, export data, and create experiment reports.
mcp实测增长Measured age: 28 days0.67 GitHub 星标 per day over 6 days
Daily change increased by 3.99 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 24.9/100打开来源 ↗安装
claude mcp add multisim-mcp -- uvx multisim-mcp8GitHub 星标+4 (+100.0 %) - 12活跃
Fleetpost
MCPA mailbox for your machines: read fleet capabilities, send a request. Offline, no server.
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 fleetpost-mcp -- uvx fleetpost-mcp1GitHub 星标稳定 - 13活跃
Google SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping. No Cloud setup.
mcp实测增长Measured age: 15 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 29.2/100打开来源 ↗安装
claude mcp add google-search -- npx @hasdata/google-search-mcp8GitHub 星标稳定 - 14活跃
Phonebook
MCPSelf-hosted gallery of your SwiftUI #Preview and Jetpack Compose @Preview screens.
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 phonebook -- npx @stag-build/phonebook8GitHub 星标稳定 - 15活跃
github实测增长Measured age: 23 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100打开来源 ↗8GitHub 星标稳定 - 16活跃
35 portable Agent Skills for Codex, Hermes, and Claude, maintained by Rylai with Vietnamese documentation and upstream attribution.
github实测增长Measured age: 27 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 : 24.7/100打开来源 ↗安装
git clone https://github.com/Rylaispirit/rylai-codex-hermes-skills ~/.claude/skills/rylai-codex-hermes-skills55GitHub 星标+2 (+3.8 %) - 17活跃
Appllama
MCPStudy screens, flows and paywalls from top-earning iOS apps, then build from what wins.
mcp实测增长Measured age: 24 days51.47 GitHub 星标 per day over 6 days
Daily change decreased by 309.72 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 44.4/100打开来源 ↗需在 MCP 配置中声明的远程服务器
https://mcp.appllama.io/mcp670GitHub 星标+309 (+85.6 %) - 18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: 13 days1.33 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://api.mcp.ai/p_instagram8GitHub 星标+8 - 19活跃
Query your DevExpress XAF app: entities, controllers, actions, rules, Model Editor.
mcp实测增长Measured age: 27 days0.17 GitHub 星标 per day over 6 days
Daily change increased by 1 GitHub 星标/day between the last two measured intervals.
Descriptive emergence index : 24.7/100打开来源 ↗8GitHub 星标+1 (+14.3 %) - 20活跃
Jus MCP
MCPBrazilian legal stack in one MCP: lawsuits, court publications, case law, tenders, certificates.
mcp实测增长Measured age: 12 days1.33 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.mcp.ai/jus8GitHub 星标+8 - 21活跃
Agent skills for mobile app paid growth powered by real-time data with APPEEKY MCP.
github实测增长Measured age: 14 days0.33 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 29.7/100打开来源 ↗安装
git clone https://github.com/appeeky/ua-skills ~/.claude/skills/ua-skills54GitHub 星标+2 (+3.8 %) - 22活跃
crucible
技能Production-ready Claude Code decision intelligence marketplace with adversarial routing, evidence-driven analysis, specialized agents, benchmarks, and automated validation.
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 smshahbaj/crucible9GitHub 星标稳定 - 23活跃
im-human
技能讓 AI 用台灣人的繁體中文講話，並把已寫好的文字清掉 AI 味。Claude Code、claude.ai、ChatGPT Codex 與一般聊天都能用。
github实测增长Measured age: 23 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 26.1/100打开来源 ↗安装
git clone https://github.com/chang416/im-human ~/.claude/skills/im-human54GitHub 星标稳定 - 24活跃
One audio queue across Spotify, the browser, local files and whatever is already playing.
mcp实测增长Measured age: 13 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 29.9/100打开来源 ↗安装
claude mcp add upnext -- npx upnext-mcp1GitHub 星标稳定 - 25活跃
Portable skills for coding agents — self-contained Markdown procedures that run the same under Claude Code, Codex, or any host that reads the format. Starting with investigate-codebase, which builds an evidence-backed model of an unfamiliar…
github实测增长Measured age: 17 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28.5/100打开来源 ↗安装
git clone https://github.com/Data-System-School/agent-skills ~/.claude/skills/agent-skills9GitHub 星标+1 (+12.5 %)