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This view contains entries created less than 7 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
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 - 2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: 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
/plugin marketplace add Elliotoh-jin/claude-memory-loop1GitHub 星标稳定 - 3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: 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/eugeniughelbur/clearmode ~/.claude/skills/clearmode1GitHub 星标稳定 - 4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 - 5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 - 6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 - 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
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 - 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
mcpify
MCPFocused, production-ready CLI: turn any OpenAPI REST API into an MCP server.
mcp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
claude mcp add mcpify -- uvx mcpify-openapi1GitHub 星标稳定 - 11活跃
ViewDoctor
MCPLocal SwiftUI changed/staged checks with compact agent output and multi-module ownership.
mcp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 ↗1GitHub 星标稳定 - 12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 - 13活跃
Ethereum mainnet JSON-RPC paid per call in USDC on Base. No account, no API key: the wallet pays.
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 - 14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 - 15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: 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 ↗1GitHub 星标稳定 - 16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 - 17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 - 18活跃
Read and search Proton Mail, extract bounded attachment text, and create human-approved drafts.
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 proton-safe-mcp -- uvx proton-safe-mcp1GitHub 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
loci
MCPScoped memory for coding agents: picks the right project, answers in scope, or abstains.
mcp实测增长Measured age: 6 days0 GitHub 星标 per day over 2 days
Acceleration cannot be measured yet: three snapshots are required.
Descriptive emergence index : 36.3/100打开来源 ↗安装
claude mcp add loci -- uvx loci-mem1GitHub 星标稳定 - 22活跃
Convert documents and web pages to clean Markdown: PDF, DOCX, XLSX, EPUB, scanned files, any URL.
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 ↗需在 MCP 配置中声明的远程服务器
https://mcp.file2markdown.ai/mcp1GitHub 星标稳定 - 23活跃
Obelinf
MCPMCP server for Obelinf, the network documentation platform. Sites, racks, devices, IPs, VLANs.
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 ↗需在 MCP 配置中声明的远程服务器
https://api.obelinf.com/mcp?org={orgSlug}1GitHub 星标稳定 - 24活跃
Manage Percona PostgreSQL + PgBouncer on Kubernetes — safe-by-default access modes and guards.
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 mcp-percona-pg -- npx @dockndevai/mcp-percona-pg1GitHub 星标稳定 - 25活跃
MCP server and CLI that resolves config/env-var cascade across .env, docker-compose, and Kubernetes
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 envspeak -- npx @patrizzos/envspeak0GitHub 星标稳定