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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
AI AppSec
MCPEvidence-backed AppSec for AI applications and agents. Powered by HAIEC.
mcp实测增长Measured age: 20 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 27.2/100打开来源 ↗安装
claude mcp add ai-appsec -- npx ai-appsec4GitHub 星标稳定 - 2活跃
Lachesis
MCPCompiler-precise code property graph for C, Python, and TypeScript, navigable over MCP.
mcp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
claude mcp add lachesis -- uvx lachesis-cpg3GitHub 星标稳定 - 3活跃
Local-first RAG MCP server: hybrid search over a folder of your own documents
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 minirag-mcp -- uvx minirag-mcp63GitHub 星标稳定 - 4活跃
Content
MCPTurn URLs, files and text into media, transcripts, summaries, translations and PDF.
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 content -- uvx content-mcp8GitHub 星标稳定 - 5活跃
UISandbox
MCPTest your design on the real thing: load a built web app, turn its knobs, verify 1:1, export.
mcp实测增长Measured age: 17 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28.4/100打开来源 ↗安装
claude mcp add uisandbox -- npx uisandbox-mcp5GitHub 星标稳定 - 6活跃
Singapore public data, transport, rail, property, business, economy, weather, and analytics.
mcp实测增长Measured age: 16 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28.8/100打开来源 ↗安装
claude mcp add mcp-singapore -- npx @olano/mcp-singapore4GitHub 星标稳定 - 7活跃
Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
mcp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
claude mcp add remem-mcp -- npx remem-mcp3GitHub 星标稳定 - 8活跃
US import duty research: HTS codes, Chapter 99 duties, MPF/HMF fees, landed cost. USITC data.
mcp实测增长Measured age: 17 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28.4/100打开来源 ↗安装
claude mcp add tariff-resolver -- npx tariff-resolver2GitHub 星标稳定 - 9活跃
Living knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.
mcp实测增长Measured age: 19 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 27.7/100打开来源 ↗安装
claude mcp add growmos -- uvx growmos9GitHub 星标+1 (+12.5 %) - 10活跃
Generate images and video from text prompts across Gemini, OpenAI and Kie AI.
mcp实测增长Measured age: 13 days8.83 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 34.4/100打开来源 ↗安装
claude mcp add mediagen -- npx mediagen54GitHub 星标+53 (+5300.0 %) - 11活跃
Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination.
mcp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
claude mcp add technocore-chat -- uvx technocore-mcp130GitHub 星标稳定 - 12活跃
LuxAlgo Library — the encyclopedia of trading & technical analysis for AI agents. Free, keyless.
mcp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
claude mcp add luxalgo-mcp-server -- npx @luxalgo/mcp12GitHub 星标稳定 - 13活跃
MCP server for Plonk: macOS window zones, workspaces, keep-awake, screenshots and on-device OCR.
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 plonk -- npx plonk-mcp14GitHub 星标稳定 - 14活跃
mcp-anything
MCPMeta-MCP gateway: search, inspect and call any MCP server from the public registries.
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 mcp-anything -- npx mcp-anything3GitHub 星标稳定 - 15活跃
Authorize consequential AI agent actions before execution
mcp实测增长Measured age: 22 days-0.5 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
claude mcp add mcp -- npx @decionis/mcp530GitHub 星标-3 (-0.56 %) - 16活跃
Consult other LLMs as tools — ask them, compare their answers, synthesize a conclusion.
mcp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
claude mcp add model-council -- uvx model-council-mcp2GitHub 星标稳定 - 17活跃
3D AR Studio
MCPPut 3D models in someone's real room: generate, arrange, and hand back one AR link.
mcp实测增长Measured age: 16 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 28.8/100打开来源 ↗安装
claude mcp add 3d-ar-studio -- npx 3d-ar-studio-mcp5GitHub 星标稳定 - 18活跃
BrowserMesh
MCPIsolated multi-session Chromium runtime for external MCP clients over stdio.
mcp实测增长Measured age: 24 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100打开来源 ↗安装
claude mcp add browsermesh -- npx browsermesh4GitHub 星标稳定 - 19活跃
Test crypto and TradFi-perpetual claims using recorded counts, baselines, and replay.
mcp实测增长Measured age: 27 days0.17 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.6/100打开来源 ↗安装
claude mcp add research -- npx @edgedepth/research-mcp3GitHub 星标+1 (+50.0 %) - 20活跃
Control a Keenetic router: devices, Wi-Fi, VPN routing, segments, safe verified writes.
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 keenetic-mcp -- npx keenetic-mcp19GitHub 星标稳定 - 21活跃
Manage BlazingCDN from AI agents: CDN zones, cache, metrics, domains, cloud storage and video CDN
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 blazingcdn-mcp -- npx @blazingcdn/mcp2GitHub 星标稳定 - 22活跃
Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.
mcp实测增长Measured age: 27 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 24.5/100打开来源 ↗安装
claude mcp add pbx-mcp -- npx pbx-mcp6GitHub 星标稳定 - 23活跃
Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.
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 find-research-papers-mcp -- npx find-research-papers-mcp5GitHub 星标稳定 - 24活跃
TacticalRMM
MCPRead your TacticalRMM fleet; run commands only after per-command human approval.
mcp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
claude mcp add trmm-mcp -- uvx trmm-mcp2GitHub 星标稳定 - 25活跃
Live layered dependency map for bottom-up development, drawn by the agent in a terminal pane.
mcp实测增长Measured age: 24 days0 GitHub 星标 per day over 6 days
Daily change is identical across the last two measured intervals.
Descriptive emergence index : 25.7/100打开来源 ↗安装
claude mcp add mellos-mapping -- npx mellos-mapping7GitHub 星标稳定