工具说明为英文。
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 known GitHub stars, highest first; archived repositories come after maintained repositories.
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 known GitHub stars, highest first; archived repositories come after maintained repositories. 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
Agent skills for pragmatic programmers.
github实测增长Measured age: 5 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗安装
/plugin marketplace add MK27MK/no-bs-skills2GitHub 星标稳定 - 2活跃
stele
技能Claude Code hit its limit? Finish the same task in Codex. Stele keeps write-ahead task state — so any agent/harness can resumes cold from rate limit / crash, with nothing re-explained.
github估算动量Measured age: 2 days1 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 38.6/100打开来源 ↗安装
git clone https://github.com/johnwangwyx/stele ~/.claude/skills/stele2GitHub 星标— - 3活跃
Web scraping & search for AI agents: extract, SearXNG search, rerank, robots compliance. No API key.
mcp估算动量Measured age: 3 days0.67 GitHub 星标 per day over 3 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 38/100打开来源 ↗安装
claude mcp add CrawlEyes -- uvx crawleyes2GitHub 星标— - 4活跃
Turn your writing into a 16:9 HTML slide deck, exported to PDF or PPTX. Turn an existing PDF or PPTX deck back into editable HTML. Works with Claude Code, Cursor, Codex CLI, Gemini CLI & more. MIT.
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/HiMyNameIsDavidKim/slide-drawer-skill ~/.claude/skills/slide-drawer-skill1GitHub 星标稳定 - 5活跃
Defense shield for the Agent2Agent (A2A) protocol: SSRF-guarded push webhooks, per-operation capability tokens, signed Agent Card verification and covert-collusion detection. AGPL-3.0.
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 - 6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 4 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 - 7活跃
AgentLedger
智能体📒 Append-only reputation ledger for AI agents — record events, compute transparent trust scores, and audit agent behavior over time.
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 ↗1GitHub 星标稳定 - 8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 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 mcpify -- uvx mcpify-openapi1GitHub 星标稳定 - 9活跃
distil
MCPContext optimization for LLM agents: tool registry, result masking, budgeting, compaction.
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 distil -- npx @munhq/distil1GitHub 星标稳定 - 10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 4 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 - 11活跃
AgentID
智能体🪪 Open did:agent identity protocol for AI agents — unique decentralized IDs, Ed25519 keys, and portable DID documents for A2A & MCP.
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 ↗1GitHub 星标稳定 - 12活跃
skeptic
技能Token-efficient anomaly detection and assumption verification skill for AI coding agents.
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 ↗安装
git clone https://github.com/IyedNasra/skeptic ~/.claude/skills/skeptic1GitHub 星标稳定 - 13活跃
AgentCert
智能体✅ W3C Verifiable Credentials for AI agents — issue, verify, and grade trust certificates (basic / professional / authority).
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 ↗1GitHub 星标稳定 - 14活跃
Detect the tech stack behind any website: CMS, ecommerce, analytics, CRM, payments, hosting.
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 forency -- npx forency-mcp1GitHub 星标稳定 - 15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 4 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 - 16活跃
Attenu Guard for TypeScript — per-agent permissions on every tool call and sub-agent handoff (a sub-agent never holds more than its parent) with a hash-chained audit log verified offline; same bundle format as the Python library.
github实测增长Measured age: 6 days0.25 GitHub 星标 per day over 4 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 32.8/100打开来源 ↗1GitHub 星标+1 - 17活跃
Norwegian public data: companies, statistics, exchange rates, addresses, property. Zero API keys.
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 norwegian-data-mcp -- uvx norwegian-data-mcp1GitHub 星标稳定 - 18活跃
See any site as it looks on a real iPhone, iPad or MacBook — and drive that window over MCP.
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗1GitHub 星标稳定 - 19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 3 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 - 20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: 5 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗1GitHub 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: 5 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗1GitHub 星标稳定 - 22活跃
Actually good Claude skills — a curated set of useful, drop-in Agent Skills for Claude Code and the Claude apps. Install with one command.
github实测增长Measured age: 4 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.4/100打开来源 ↗安装
/plugin marketplace add Yashvishe13/make-claude-less-retarded1GitHub 星标稳定 - 23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: 5 days0 GitHub 星标 per day over 3 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 33.1/100打开来源 ↗安装
git clone https://github.com/lewes2/archpresent ~/.claude/skills/archpresent1GitHub 星标稳定 - 24活跃
Look up, search, and track changes to the US Code of Federal Regulations (eCFR).
mcp实测增长Measured age: 5 days0 GitHub 星标 per day over 3 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 cfr-mcp -- uvx cfr-mcp1GitHub 星标稳定
学习与参考资源
Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. 这些资源可单独访问，不参与主要排名。
- 1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