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 - 2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 - 3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 - 4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 %) - 5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 %) - 6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 %) - 7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 %) - 8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 %) - 9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 %) - 10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 %) - 11活跃
Local code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.
mcp实测增长打开来源 ↗
安装
claude mcp add sonde -- npx @cheppulabs/sonde3GitHub 星标+3 - 12活跃
Local-first visual regression for AI agents: verdicts, diff images, explain_snapshot. No API key.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp -- npx @testivai/mcp3GitHub 星标+3 - 13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 %) - 14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 %) - 15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 %) - 16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 %) - 17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 %) - 18活跃
Read Proton Mail, extract bounded attachment text, and create explicitly confirmed drafts.
mcp实测增长打开来源 ↗
安装
claude mcp add proton-safe-mcp -- uvx proton-safe-mcp3GitHub 星标+2 (+200.0 %) - 19活跃
2Captcha MCP
MCPFull 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.
mcp实测增长打开来源 ↗
安装
claude mcp add twocaptcha-mcp -- uvx twocaptcha-mcp3GitHub 星标+2 (+200.0 %) - 20活跃
Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-server -- npx @vectros-ai/mcp-server3GitHub 星标+2 (+200.0 %) - 21休眠
Contextful
MCPEfficient context management: code search, evidence packs, and memory for coding agents.
mcp实测增长打开来源 ↗
安装
claude mcp add contextful -- npx @inferensys/contextful3GitHub 星标+2 (+200.0 %) - 22活跃
MCP server for managing Modal apps, containers, volumes, and secrets.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-modal -- uvx mcp-modal3GitHub 星标+2 (+200.0 %) - 23活跃
Modern SSH for AI agents — cloud servers to BusyBox routers, with destructive commands blocked.
mcp实测增长打开来源 ↗
安装
claude mcp add ssh-mcp-server -- npx @hypnosis/ssh-mcp-server3GitHub 星标+2 (+200.0 %) - 24活跃
wyd
MCPLocal runtime provenance for coding agents. Inspect sessions and explain which one owns a process.
mcp实测增长打开来源 ↗
3GitHub 星标+2 (+200.0 %) - 25活跃
Composio
MCPConnect AI agents to 1000+ apps with managed authentication and tool-calling.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://connect.composio.dev/mcp3GitHub 星标+2 (+200.0 %)