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, 20 are increasing, 0 are stable, and 0 are declining. ponytail has the largest measured increase: +12175 GitHub stars. These movements describe only changes in metrics collected over the period.
测量周期：2026-09-02 至 2026-09-09
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
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 %) - 2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 %) - 3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 - 4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 - 5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 - 6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 %) - 7活跃
Agent Skills for browser fingerprint testing: run liarjs from Claude Code, Codex, Cursor or Copilot to score a browser against itself - 40 consistency checks over canvas, WebGL, WebGPU, audio, fonts and WebRTC, cross-checked against the…
github实测增长打开来源 ↗
安装
git clone https://github.com/liarjsdev/liarjs-skills ~/.claude/skills/liarjs-skills5GitHub 星标+3 (+150.0 %) - 8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 %) - 9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 %) - 10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 %) - 11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 %) - 12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 %) - 13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 %) - 14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-unofficial4GitHub 星标+3 (+300.0 %) - 15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 %) - 167GitHub 星标+3 (+75.0 %)
- 17活跃
MCP gateway federating 22 biomedical MCP servers behind one endpoint: gnomAD, ClinVar, HPO, VEP.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://genefoundry.org/mcp4GitHub 星标+2 (+100.0 %) - 18活跃
Mailbox
MCPSelf-hosted MCP server for unified IMAP/SMTP mailbox access: read, list, and send email.
mcp实测增长打开来源 ↗
4GitHub 星标+2 (+100.0 %) - 19活跃
Photoshop MCP server: natural-language AI photo editing with your own Photoshop. AI orchestration.
mcp实测增长打开来源 ↗
安装
claude mcp add editmamei -- npx editmamei4GitHub 星标+2 (+100.0 %) - 20活跃
Homebox home inventory: search, intake, warranties, attachments, locations, tags, QR labels
mcp实测增长打开来源 ↗
安装
claude mcp add homebox-mcp -- uvx homebox-mcp4GitHub 星标+2 (+100.0 %) - 21活跃
codeindex
MCPStructural code intelligence over MCP: symbols, callers, imports and blast radius, 40+ languages.
mcp实测增长打开来源 ↗
安装
claude mcp add codeindex -- npx @munhq/codeindex3GitHub 星标+2 (+200.0 %) - 22活跃
Control Krita through a secure local MCP server and authenticated Windows bridge.
mcp实测增长打开来源 ↗
安装
claude mcp add krita-codex-mcp -- uvx krita-codex-mcp3GitHub 星标+2 (+200.0 %) - 23活跃
Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.
mcp实测增长打开来源 ↗
安装
claude mcp add agent-memory-os -- uvx agent-memory-os5GitHub 星标+2 (+66.7 %) - 24活跃
Deep Structural Analysis — a multi-perspective structural analysis skill for complex social, economic, philosophical, and systemic questions. 16 lenses, 10 structural tools, an attack-loop protocol against analytical priors.…
github实测增长打开来源 ↗
安装
git clone https://github.com/tetckx/deep-structural-analysis-skill ~/.claude/skills/deep-structural-analysis-skill5GitHub 星标+2 (+66.7 %) - 25活跃
UI Registry
MCPLive access to 12 shadcn-style component libraries so agents compose UI from real components.
mcp实测增长打开来源 ↗
安装
claude mcp add ui-registry-mcp -- npx ui-registry-mcp5GitHub 星标+2 (+66.7 %)