工具说明为英文。
技术工具雷达: Agents, skills and MCP
雷达筛选条件
近期变化
Of 20 comparable tools in Agents, skills et MCP, 3 are increasing, 15 are stable, and 2 are declining. OpenTrain has the largest measured increase: +1070 downloads over 7 days. The largest decline is for Respira WordPress MCP: -1178 downloads over 7 days. Measurements are unchanged for Amazon ECS MCP Server, AWS MCP Server, Amazon EKS MCP Server. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-02 至 2026-09-08
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
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-mcp9GitHub 星标+8 (+800.0 %) - 2活跃
Nota Fiscal
MCPIssue 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_notafiscal8GitHub 星标+8 - 3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/mcp8GitHub 星标+8 - 4活跃
Asaas
MCPDigital 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_asaas7GitHub 星标+7 - 5活跃
Read-only discovery for NeuralNg Angular components, APIs, packages, icons and theme recipes.
mcp实测增长打开来源 ↗
安装
claude mcp add neuralng -- npx @neural-ng/mcp-server7GitHub 星标+6 (+600.0 %) - 6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-server7GitHub 星标+5 (+250.0 %) - 7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/cli6GitHub 星标+5 (+500.0 %) - 8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 kitchensink4word5GitHub 星标+5 - 9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-mcp8GitHub 星标+4 (+100.0 %) - 10活跃
Multisim MCP
MCPGenerate 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-mcp8GitHub 星标+4 (+100.0 %) - 11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/hunch9GitHub 星标+4 (+80.0 %) - 12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 neurakeep6GitHub 星标+3 (+100.0 %) - 13活跃
CPersona
MCPPersistent 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 cpersona6GitHub 星标+3 (+100.0 %) - 14活跃
Magic Hour
MCPCreate and edit images, videos, and audio through Magic Hour's hosted Streamable HTTP MCP server.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.magichour.ai/5GitHub 星标+3 (+150.0 %) - 15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-server5GitHub 星标+3 (+150.0 %) - 16活跃
openamer
智能体The self-improving, self-learning open-source AI agent. Background Computer-Use, A2A Swarm, Vector Memory, Plugin System, Voice, Smart Approvals - 100/100 Score. Windows-native.
github实测增长打开来源 ↗
5GitHub 星标+3 (+150.0 %) - 17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-server5GitHub 星标+3 (+150.0 %) - 18活跃
Claude Code Skill：B站/小红书/抖音/快手/微博/贴吧/知乎 多平台社媒评论采集爬虫。扫码登录，自动生成 HTML 报告+CSV，支持关键词搜索/指定链接/创作者主页三种模式
github实测增长打开来源 ↗
10GitHub 星标+4 (+66.7 %) - 19活跃
OhMyWind
MCPSailing passage planner for any coast, with high-precision tides on the French Atlantic.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.ohmywind.fr/mcp10GitHub 星标+4 (+66.7 %) - 207GitHub 星标+3 (+75.0 %)
- 21活跃
Skylight Calendar for Claude — family events, chores, and rewards.
mcp实测增长打开来源 ↗
安装
claude mcp add skylight-mcp -- npx skylight-mcp7GitHub 星标+3 (+75.0 %) - 22活跃
Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp -- npx @adrkit/mcp12GitHub 星标+4 (+50.0 %) - 23休眠
MCP server and EasyEDA Pro extension bridge for live project assistance.
mcp实测增长打开来源 ↗
安装
claude mcp add easyeda-pro-mcp -- npx @vlabsoft/easyeda-pro-mcp12GitHub 星标+4 (+50.0 %) - 24活跃
Post, delete & read on X (Twitter) using your own logged-in web session — no paid API.
mcp实测增长打开来源 ↗
安装
claude mcp add tweetkit-x -- uvx tweetkit-x8GitHub 星标+3 (+60.0 %)
学习与参考资源
按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。
- 1活跃打开来源 ↗
Knowledge-, capability-, and trust-aware framework for discovering, validating, selecting, and orchestrating heterogeneous AI agents across cloud, marketplace, enterprise, and edge environments, with A2A interoperability and outcome-driven…
github资源实测增长11GitHub 星标+11