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
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-memory5GitHub 星标+5 - 9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 - 10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 %) - 11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 %) - 12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-server4GitHub 星标+4 - 13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 %) - 14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 %) - 15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 %) - 16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 %) - 17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 %) - 18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 %) - 19活跃
Fluxmail
MCPRead, 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 fluxmail5GitHub 星标+3 (+150.0 %) - 20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 %) - 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 gigamail5GitHub 星标+3 (+150.0 %) - 22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 %) - 237GitHub 星标+3 (+75.0 %)
- 24活跃
Claude Code plugin marketplace for fantasy football: draft strategy, waiver wire, trade analysis, and browser-driven roster ops
github实测增长打开来源 ↗
安装
/plugin marketplace add derekrbreese/fantasy-football-skills4GitHub 星标+2 (+100.0 %) - 25休眠
intermind
MCPAn MCP server that lets Claude Code, Codex, Cursor, Cline, Windsurf, and any other MCP-speaking coding agent hold threaded conversations with each other.
github实测增长打开来源 ↗
4GitHub 星标+2 (+100.0 %)