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最新 — 7
This view contains entries created less than 7 days ago. The stored editorial content remains in English.
排序方式
Ranked by normalized popularity across sources.
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 normalized popularity across sources. 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
One shared workspace for your AI coding agents. Local-first and self-hostable.
mcp估算动量Measured age: 2 days2.5 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 39.5/100打开来源 ↗安装
claude mcp add docket -- npx @pasichdev/docket5GitHub 星标— - 2活跃
FiveM MCP
MCPBuild, run and live-test FiveM servers with AI agents: RCON, DevCon, window control, mcpb bridge.
mcp估算动量Measured age: 2 days2 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 39.2/100打开来源 ↗安装
claude mcp add fivem-mcp -- npx fivem-mcp-server4GitHub 星标— - 3活跃
Rewrites convoluted AI output into plain language — separate rule sets for English and Traditional Chinese | 把繞口的 AI 回覆改寫成白話，中英各一套規則
github估算动量Measured age: 2 days2 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 39.2/100打开来源 ↗安装
git clone https://github.com/olivervvvv/plain-language-skill ~/.claude/skills/plain-language-skill4GitHub 星标— - 4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: 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 ↗3GitHub 星标稳定 - 5活跃
AETHER — an open protocol for AI agents to discover, negotiate, and pay each other. Ed25519-signed, JSON-native, zero-dependency.
github实测增长Measured age: 6 days1.5 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 ↗3GitHub 星标+3 - 6活跃
agnara
其他Agnara is a Python 3.14-native capability framework for building modern services for humans, apps and AI agents. Define business capabilities once and expose them through HTTP, MCP, A2A, events and tasks. Protocol-neutral, agent-first,…
github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 ↗3GitHub 星标稳定 - 7活跃
quiv
技能The Agent Knowledge Kit & Architecture System — 10–32x token-efficient architecture discovery for AI coding agents
github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
git clone https://github.com/chama-x/quiv ~/.claude/skills/quiv3GitHub 星标稳定 - 8活跃
stele
技能Rate limit? Switching coding agents? Stele keeps write-ahead task state so work resumes in any harness with nothing to re-explain.
github实测增长Measured age: 3 days0.5 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 37.9/100打开来源 ↗安装
git clone https://github.com/johnwangwyx/stele ~/.claude/skills/stele3GitHub 星标+1 (+50.0 %) - 9活跃
Detect and redact PII, PHI, PCI and secrets in text and files before an AI agent sees them.
mcp估算动量Measured age: 1 day3 GitHub 星标 per day over 1 day
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 40.2/100打开来源 ↗安装
claude mcp add strac-mcp-dlp -- uvx strac-mcp-dlp3GitHub 星标— - 10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 - 11活跃
Web scraping & search for AI agents: extract, SearXNG search, rerank, robots compliance. No API key.
mcp实测增长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 ↗安装
claude mcp add CrawlEyes -- uvx crawleyes2GitHub 星标稳定 - 12活跃
SpendShield
MCPAuthorization layer between AI agents and money: ALLOW/APPROVAL/DENY, budgets, audit.
mcp估算动量Measured age: 4 days0.5 GitHub 星标 per day over 4 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 37.5/100打开来源 ↗安装
claude mcp add spendshield -- uvx spendshield2GitHub 星标— - 13活跃
ViewDoctor
MCPLocal SwiftUI changed/staged checks with compact agent output and multi-module ownership.
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 ↗1GitHub 星标稳定 - 14活跃
An anti-AI-slop writing standard and checker for AI-drafted text. Scores any document 0-100 against 43 rules on four axes: plain words, human voice, structure, information density. One JSON rule pack compiles to 18 targets - Claude Code…
github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 ↗安装
git clone https://github.com/eugeniughelbur/clearmode ~/.claude/skills/clearmode1GitHub 星标稳定 - 15活跃
mcpify
MCPFocused, production-ready CLI: turn any OpenAPI REST API into an MCP server.
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 ↗安装
claude mcp add mcpify -- uvx mcpify-openapi1GitHub 星标稳定 - 16活跃
Claude forgets everything between sessions. This skill installs the fix: a memory loop for Claude Code — one small BRIEF.md every session reads first, fed by a battle-tested capture discipline.
github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 ↗安装
/plugin marketplace add Elliotoh-jin/claude-memory-loop1GitHub 星标稳定 - 17活跃
skeptic
技能Token-efficient anomaly detection and assumption verification skill for AI coding agents.
github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 ↗安装
git clone https://github.com/IyedNasra/skeptic ~/.claude/skills/skeptic1GitHub 星标稳定 - 18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 %) - 19活跃
Look up, search, and track changes to the US Code of Federal Regulations (eCFR).
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 cfr-mcp -- uvx cfr-mcp1GitHub 星标稳定 - 20活跃
Read Proton Mail, extract bounded attachment text, and create explicitly confirmed drafts.
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 proton-safe-mcp -- uvx proton-safe-mcp1GitHub 星标稳定 - 21活跃
a2a-hub
智能体A website for agents, not humans. Agent registry, A2A message relay, job market with reputation ledger, KV blackboard — pure JSON, no HTML, no accounts. https://qianyu0204.site
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 ↗1GitHub 星标稳定 - 22活跃
Natal charts cross-verified three ways. Refuses to answer rather than guess.
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 deepnatal -- npx deepnatal1GitHub 星标稳定 - 23活跃
Claude Code skill that generates a complete,WCAG-checked multiband design system in Figma: 662 variables, 25 text styles, 12 effect styles.
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 ↗1GitHub 星标稳定
学习与参考资源
Ranked by normalized popularity across sources. 这些资源可单独访问，不参与主要排名。
- 1活跃打开来源 ↗
The creator kit: 123 Claude Code commands, 22 skills and 5 agents that carry their own DTD grammar, laws and trust boundary. Creators for prompts, skills, hooks, commands, subagents, plans, MCP servers, workflows, tasks and filetypes. The…
github资源估算动量3GitHub 星标— - 2活跃打开来源 ↗
Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.
github资源实测增长2GitHub 星标稳定