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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. 1

    MCP
    活跃

    Evidence-backed AppSec for AI applications and agents. Powered by HAIEC.

    mcp实测增长Measured age: 18 days0.8 GitHub 星标 per day over 5 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 ai-appsec -- npx ai-appsec

    4GitHub 星标+4
  2. 2
    活跃

    Static analysis scanner for MCP server code and multi-tenant SaaS applications.

    mcp实测增长Measured age: 28 days0.6 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 24.4/100打开来源 ↗

    安装 claude mcp add mcp-tenant-isolation -- npx mcp-tenant-isolation

    4GitHub 星标+3 (+300.0 %)
  3. 3

    MCP
    活跃

    Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP.

    mcp实测增长Measured age: 23 days0 GitHub 星标 per day over 5 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 lachesis -- uvx lachesis-cpg

    3GitHub 星标稳定
  4. 4
    活跃

    Local-first RAG MCP server: hybrid search over a folder of your own documents

    mcp实测增长Measured age: 26 days12.19 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 30.9/100打开来源 ↗

    安装 claude mcp add minirag-mcp -- uvx minirag-mcp

    63GitHub 星标+61 (+3050.0 %)
  5. 5

    MCP
    活跃

    Turn URLs, files and text into media, transcripts, summaries, translations and PDF.

    mcp实测增长Measured age: 26 days0.4 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 25.1/100打开来源 ↗

    安装 claude mcp add content -- uvx content-mcp

    8GitHub 星标+2 (+33.3 %)
  6. 6

    MCP
    活跃

    Test 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: 15 days0 GitHub 星标 per day over 5 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 uisandbox -- npx uisandbox-mcp

    5GitHub 星标稳定
  7. 7
    活跃

    Singapore public data, transport, rail, property, business, economy, weather, and analytics.

    mcp实测增长Measured age: 14 days0.8 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 30/100打开来源 ↗

    安装 claude mcp add mcp-singapore -- npx @olano/mcp-singapore

    4GitHub 星标+4
  8. 8
    活跃

    Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.

    mcp实测增长Measured age: 19 days0 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 27.6/100打开来源 ↗

    安装 claude mcp add remem-mcp -- npx remem-mcp

    3GitHub 星标稳定
  9. 9
    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: 15 days0.2 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 29.3/100打开来源 ↗

    安装 claude mcp add tariff-resolver -- npx tariff-resolver

    2GitHub 星标+1 (+100.0 %)
  10. 10
    活跃

    Living knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.

    mcp实测增长Measured age: 16 days0.2 GitHub 星标 per day over 5 days

    Daily change increased by 0.5 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 28.9/100打开来源 ↗

    安装 claude mcp add growmos -- uvx growmos

    9GitHub 星标+1 (+12.5 %)
  11. 11
    活跃

    Generate images and video from text prompts across Gemini, OpenAI and Kie AI.

    mcp实测增长Measured age: 11 days10.6 GitHub 星标 per day over 5 days

    Daily change decreased by 53.02 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 36/100打开来源 ↗

    安装 claude mcp add mediagen -- npx mediagen

    54GitHub 星标+53 (+5300.0 %)
  12. 12
    活跃

    Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination.

    mcp实测增长Measured age: 21 days16.79 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 34.7/100打开来源 ↗

    安装 claude mcp add technocore-chat -- uvx technocore-mcp

    130GitHub 星标+84 (+182.6 %)
  13. 13
    活跃

    LuxAlgo Library — the encyclopedia of trading & technical analysis for AI agents. Free, keyless.

    mcp实测增长Measured age: 23 days0.4 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 26.3/100打开来源 ↗

    安装 claude mcp add luxalgo-mcp-server -- npx @luxalgo/mcp

    12GitHub 星标+2 (+20.0 %)
  14. 14
    活跃

    MCP server for Plonk: macOS window zones, workspaces, keep-awake, screenshots and on-device OCR.

    mcp实测增长Measured age: 26 days0.2 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 25/100打开来源 ↗

    安装 claude mcp add plonk -- npx plonk-mcp

    14GitHub 星标+1 (+7.7 %)
  15. 15
    活跃

    Meta-MCP gateway: search, inspect and call any MCP server from the public registries.

    mcp实测增长Measured age: 13 days0.6 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 30.3/100打开来源 ↗

    安装 claude mcp add mcp-anything -- npx mcp-anything

    3GitHub 星标+3
  16. 16
    活跃

    Authorize consequential AI agent actions before execution

    mcp实测增长Measured age: 20 days-0.6 GitHub 星标 per day over 5 days

    Daily change increased by 3 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 27.5/100打开来源 ↗

    安装 claude mcp add mcp -- npx @decionis/mcp

    530GitHub 星标-3 (-0.56 %)
  17. 17

    MCP
    活跃

    File a task with your local no_human and check on it: task_add and task_status over stdio.

    mcp实测增长Measured age: 28 days9 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 28.7/100打开来源 ↗

    安装 claude mcp add no_human -- uvx no-human

    55GitHub 星标+45 (+450.0 %)
  18. 18
    活跃

    Consult other LLMs as tools — ask them, compare their answers, synthesize a conclusion.

    mcp实测增长Measured age: 20 days0 GitHub 星标 per day over 5 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 model-council -- uvx model-council-mcp

    2GitHub 星标稳定
  19. 19
    活跃

    Put 3D models in someone's real room: generate, arrange, and hand back one AR link.

    mcp实测增长Measured age: 14 days0 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 29.6/100打开来源 ↗

    安装 claude mcp add 3d-ar-studio -- npx 3d-ar-studio-mcp

    5GitHub 星标稳定
  20. 20
    活跃

    Isolated multi-session Chromium runtime for external MCP clients over stdio.

    mcp实测增长Measured age: 22 days0 GitHub 星标 per day over 5 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 browsermesh -- npx browsermesh

    4GitHub 星标稳定
  21. 21

    MCP
    活跃

    Grounds AI agents in Overture Maps open data — compact answers, no API key.

    mcp实测增长Measured age: 28 days0 GitHub 星标 per day over 5 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 placeroot -- uvx placeroot

    2GitHub 星标稳定
  22. 22
    活跃

    Test crypto and TradFi-perpetual claims using recorded counts, baselines, and replay.

    mcp实测增长Measured age: 24 days0.2 GitHub 星标 per day over 5 days

    Daily change decreased by 1 GitHub 星标/day between the last two measured intervals.

    Descriptive emergence index : 25.8/100打开来源 ↗

    安装 claude mcp add research -- npx @edgedepth/research-mcp

    3GitHub 星标+1 (+50.0 %)
  23. 23
    活跃

    Agent tools for Qlik Sense Enterprise on Windows: troubleshoot, govern, query and build.

    mcp实测增长Measured age: 29 days0.4 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 23.9/100打开来源 ↗

    安装 claude mcp add qseow-mcp -- npx qseow-mcp

    6GitHub 星标+2 (+50.0 %)
  24. 24
    活跃

    Control a Keenetic router: devices, Wi-Fi, VPN routing, segments, safe verified writes.

    mcp实测增长Measured age: 27 days0 GitHub 星标 per day over 5 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 keenetic-mcp -- npx keenetic-mcp

    19GitHub 星标稳定
  25. 25
    活跃

    Manage BlazingCDN from AI agents: CDN zones, cache, metrics, domains, cloud storage and video CDN

    mcp实测增长Measured age: 26 days0 GitHub 星标 per day over 5 days

    Daily change is identical across the last two measured intervals.

    Descriptive emergence index : 24.9/100打开来源 ↗

    安装 claude mcp add blazingcdn-mcp -- npx @blazingcdn/mcp

    2GitHub 星标稳定