工具说明为英文。

技术工具雷达: Agents, skills and MCP

雷达筛选条件

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
    活跃

    Inspect and control Asterisk (AMI) and FreeSWITCH (ESL) PBX servers from your AI assistant.

    mcp实测增长打开来源 ↗

    安装 claude mcp add pbx-mcp -- npx pbx-mcp

    15GitHub 星标+9 (+150.0 %)
  2. 2
    活跃

    Reporting and queries over Astrea (Aurum), Brazilian legal-practice software: cases per client, cale

    mcp实测增长打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://api.mcp.ai/p_astrea

    12GitHub 星标+8 (+200.0 %)
  3. 3
    活跃

    Fast local Apple Mail MCP: indexed search, full-text bodies, verified sends, triage. macOS.

    mcp实测增长打开来源 ↗

    安装 claude mcp add apple-mail-mcp -- uvx apple-mailbox-mcp

    9GitHub 星标+8 (+800.0 %)
  4. 4
    活跃

    Issue and manage Brazilian service invoices (NFS-e) by chatting with your agent, platform-hosted, no

    mcp实测增长打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://api.mcp.ai/p_notafiscal

    8GitHub 星标+8
  5. 5
    活跃

    Build, backtest, and deploy crypto trading strategies via MCP with 7-stage validation.

    mcp实测增长打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://dmoera.xyz/mcp

    8GitHub 星标+8
  6. 6
    活跃

    Stealth web browser for agents: search, fetch, click, download and type in persistent MCP sessions.

    mcp实测增长打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://browser.aginx.net/mcp

    14GitHub 星标+7 (+100.0 %)
  7. 7
    活跃

    Read-only, self-hosted MCP access to IMAP email, mirrored locally and indexed by notmuch.

    mcp实测增长打开来源 ↗

    12GitHub 星标+7 (+140.0 %)
  8. 8
    活跃

    Local-first bridge: export your own Mi Fitness (Xiaomi) health data to SQLite/JSON/CSV and MCP.

    mcp实测增长打开来源 ↗

    12GitHub 星标+7 (+140.0 %)
  9. 9

    MCP
    活跃

    Digital account and billing on Asaas with the full official REST API v3 (api.asaas.com), balance, ch

    mcp实测增长打开来源 ↗

    需在 MCP 配置中声明的远程服务器 https://api.mcp.ai/p_asaas

    7GitHub 星标+7
  10. 10
    活跃

    Free, editor-less MCP server for Rive: create, edit, inspect, render and preview .riv animations

    mcp实测增长打开来源 ↗

    安装 claude mcp add rive-mcp -- npx rive-mcp-server

    7GitHub 星标+5 (+250.0 %)
  11. 11
    活跃

    Compile your own business capabilities from declarative YAML and serve them as MCP tools.

    mcp实测增长打开来源 ↗

    安装 claude mcp add archstone -- npx @archstone/cli

    6GitHub 星标+5 (+500.0 %)
  12. 12
    活跃

    Everything plus the kitchen sink for Microsoft Word: 219 document ops, one grammar, tiered loading.

    mcp实测增长打开来源 ↗

    安装 claude mcp add kitchensink4word -- uvx kitchensink4word

    5GitHub 星标+5
  13. 13
    活跃

    Persistent file-based memory for AI agents: inspectable, versionable, fully local.

    mcp实测增长打开来源 ↗

    安装 claude mcp add crbro-memory -- npx crbro-memory

    5GitHub 星标+5
  14. 14
    活跃

    File-oriented MCP server for KiCad schematics, PCB placement, routing, and pours.

    mcp实测增长打开来源 ↗

    安装 claude mcp add kicad-copilot -- npx kicad-copilot-mcp

    8GitHub 星标+4 (+100.0 %)
  15. 15
    活跃

    Generate Multisim circuits, run simulations, export data, and create experiment reports.

    mcp实测增长打开来源 ↗

    安装 claude mcp add multisim-mcp -- uvx multisim-mcp

    8GitHub 星标+4 (+100.0 %)
  16. 16
    活跃

    Manage social media DMs and scheduled posts from your AI assistant, across 12 platforms.

    mcp实测增长打开来源 ↗

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

    4GitHub 星标+4
  17. 17
    活跃

    Engineering memory for AI-assisted codebases: decisions, bug lineage and invariants, over MCP.

    mcp实测增长打开来源 ↗

    安装 claude mcp add hunch -- npx @davesheffer/hunch

    9GitHub 星标+4 (+80.0 %)
  18. 18
    活跃

    Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.

    mcp实测增长打开来源 ↗

    安装 claude mcp add neurakeep -- npx neurakeep

    6GitHub 星标+3 (+100.0 %)
  19. 19

    MCP
    活跃

    Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

    mcp实测增长打开来源 ↗

    安装 claude mcp add cpersona -- uvx cpersona

    6GitHub 星标+3 (+100.0 %)
  20. 20
    活跃

    MCP server for Unity: 130+ tools, Unity 6 skills, AI/ML discovery. No Editor.

    mcp实测增长打开来源 ↗

    安装 claude mcp add unity-mcp-server -- npx unity-mcp-server

    5GitHub 星标+3 (+150.0 %)
  21. 21
    活跃

    Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.

    mcp实测增长打开来源 ↗

    安装 claude mcp add gigamail -- uvx gigamail

    5GitHub 星标+3 (+150.0 %)
  22. 22
    活跃

    Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geocoding, elevation.

    mcp实测增长打开来源 ↗

    安装 claude mcp add open-meteo-mcp-server -- npx @cyanheads/open-meteo-mcp-server

    5GitHub 星标+3 (+150.0 %)
  23. 23

    MCP
    活跃

    Read, search, draft, send, and organize email through Gmail, Outlook, and IMAP/SMTP mailboxes.

    mcp实测增长打开来源 ↗

    安装 claude mcp add fluxmail -- npx fluxmail

    5GitHub 星标+3 (+150.0 %)
  24. 24
    活跃

    Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and heart-rate agents.

    mcp实测增长打开来源 ↗

    安装 claude mcp add fitbitmcp -- npx fitbit-mcp-unofficial

    4GitHub 星标+3 (+300.0 %)
  25. 25
    活跃

    Evidence-bound REW measurement, analysis, conservative EQ, DSP, and listening-test tools.

    mcp实测增长打开来源 ↗

    4GitHub 星标+3 (+300.0 %)