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
agentburn
MCPLocal profiler: which usage window took you out, and where your agent's money goes
mcp实测增长打开来源 ↗
安装
claude mcp add agentburn -- uvx agentburn122GitHub 星标+109 (+838.5 %) - 2活跃
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.
mcp实测增长打开来源 ↗
安装
claude mcp add linkedin-mcp -- npx @gtm-api/linkedin-mcp100GitHub 星标+98 (+4900.0 %) - 3活跃
Moira
MCPAgent Workflow Engine — multi-step MCP workflows with per-step directives and validation.
mcp实测增长打开来源 ↗
114GitHub 星标+92 (+418.2 %) - 4活跃
Flameox
MCPBounded local runtime evidence from explicit artifacts and typed direct targets.
mcp实测增长打开来源 ↗
安装
claude mcp add flameox -- uvx flameox104GitHub 星标+57 (+121.3 %) - 5活跃
Mobile proxies, non-VoIP SMS verifications, dedicated numbers, and global eSIMs for AI agents.
mcp实测增长打开来源 ↗
安装
claude mcp add voidmob-mcp -- npx @voidmob/mcp58GitHub 星标+54 (+1350.0 %) - 6活跃
Manage social publishing workflows through OpenPost
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://app.openpo.st/mcp68GitHub 星标+35 (+106.1 %) - 7活跃
SandBase
MCPConnect MCP clients to 2,000+ AI models without managing provider API keys.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://sandbase.ai/v1/mcp110GitHub 星标+46 (+71.9 %) - 8活跃
LogiSheets
MCPAn Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.
mcp实测增长打开来源 ↗
安装
claude mcp add logisheets-mcp -- npx logisheets-mcp40GitHub 星标+25 (+166.7 %) - 9活跃
arr-mcp
MCPOne MCP server for the whole media stack: Radarr, Sonarr, Prowlarr, Bazarr, Jellyfin, Seerr
mcp实测增长打开来源 ↗
38GitHub 星标+22 (+137.5 %) - 10活跃
One shared, persistent memory across AI agents and systems, with semantic recall and live updates.
mcp实测增长打开来源 ↗
安装
claude mcp add memocat-mcp -- uvx memocat-mcp21GitHub 星标+20 (+2000.0 %) - 11活跃
Kivgraph
MCPCross-repository semantic code intelligence for AI coding agents, from a local code graph.
mcp实测增长打开来源 ↗
19GitHub 星标+18 (+1800.0 %) - 12活跃
Stockbit MCP
MCPIndonesian exchange (IDX) via your own Stockbit account: quotes, bandarmology, charts. Unofficial.
mcp实测增长打开来源 ↗
安装
claude mcp add stockbit-mcp -- npx stockbit-mcp20GitHub 星标+13 (+185.7 %) - 13活跃
Generate Sass palettes, typography, elevations, and themes for Ignite UI components.
mcp实测增长打开来源 ↗
安装
claude mcp add igniteui-theming -- npx igniteui-theming44GitHub 星标+17 (+63.0 %) - 14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-mcp15GitHub 星标+9 (+150.0 %) - 15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_astrea12GitHub 星标+8 (+200.0 %) - 16活跃
cli
MCPOpen-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.
github实测增长打开来源 ↗
121GitHub 星标+26 (+27.4 %) - 17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/mcp14GitHub 星标+7 (+100.0 %) - 18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 %) - 19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 %) - 20活跃
stockbit-mcp
MCPModel Context Protocol (MCP) server for Stockbit (Indonesian / IDX market) — broker summary / bandarmology, quotes, top movers, orderbook, fundamentals, sentiment, your portfolio, and your real chart. (Work In Progress)
github实测增长打开来源 ↗
25GitHub 星标+10 (+66.7 %) - 21活跃
DeepMem
MCPMem0-compatible persistent memory for AI agents: write facts once, recall them semantically.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://deepmem.dev/mcp114GitHub 星标+23 (+25.3 %) - 22休眠
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
mcp实测增长打开来源 ↗
安装
claude mcp add prism-scanner -- uvx prism-scanner21GitHub 星标+8 (+61.5 %) - 23活跃
Uptimepage
MCPMonitor uptime and incidents, run checks, and publish status updates from your Uptimepage org.
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.uptimepage.dev/mcp26GitHub 星标+9 (+52.9 %) - 24活跃
Unlimited agent mailboxes — create identities, read/wait for mail, extract OTPs, send email.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp -- npx @openagentemail/mcp16GitHub 星标+6 (+60.0 %) - 25活跃
Create and edit real Word documents (filesystem or SharePoint): typed change plans, tracked changes
mcp实测增长打开来源 ↗
21GitHub 星标+7 (+50.0 %)