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
The marketing OS for AI agents — think like a marketer first, get tactics as the output.
github实测增长打开来源 ↗
安装
git clone https://github.com/axelfreeman/marketing-mindset ~/.claude/skills/marketing-mindset60GitHub 星标+59 (+5900.0 %) - 2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 %) - 3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 %) - 4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 %) - 5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 %) - 6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 %) - 7活跃
Claude Design in Claude Code, Codex, Cursor, and 20+ agents. Designs come from your real components, tokens, and states; approved revisions sync back.
github实测增长打开来源 ↗
安装
git clone https://github.com/maxritter/open-claude-design ~/.claude/skills/open-claude-design24GitHub 星标+14 (+140.0 %) - 8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 ↗
29GitHub 星标+14 (+93.3 %) - 9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 %) - 10活跃
A Skill and CLI tool for Codex and Claude Code that converts images, PDFs, image-based PPTX files, and mixed PPTX files into editable PowerPoint presentations.
github实测增长打开来源 ↗
安装
git clone https://github.com/DSY-Xueai/image2editable ~/.claude/skills/image2editable36GitHub 星标+16 (+80.0 %) - 11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 %) - 12活跃
Instagram marketing skills for Claude Code and Codex: captions, carousels, hooks, hashtag strategy, and a weekly plan. Draft, humanize, and publish via Publora. MIT. Content engineering by Creative Content Crafts.
github实测增长打开来源 ↗
安装
git clone https://github.com/sergebulaev/instagram-skills ~/.claude/skills/instagram-skills46GitHub 星标+17 (+58.6 %) - 13活跃
Mini Program Engineering Skill Suite is an Agent Skill suite for evidence‑first mini‑program development. It helps agents bring WeChat or other mini‑program projects from vague intent to reliable engineering work: project intake, product…
github实测增长打开来源 ↗
安装
git clone https://github.com/NocodeMrLi/mini-program-engineering-skill-suite ~/.claude/skills/mini-program-engineering-skill-suite57GitHub 星标+18 (+46.2 %) - 14活跃
Threads marketing skills for Claude Code and Codex: posts, multi-post threads, hooks, replies, and a weekly plan in your voice. Publish via Publora. Open source, MIT. Content engineering by Creative Content Crafts.
github实测增长打开来源 ↗
安装
git clone https://github.com/sergebulaev/threads-skills ~/.claude/skills/threads-skills30GitHub 星标+11 (+57.9 %) - 15活跃
Turn your Grok Bot into a 7-agent Hyperliquid trading desk. Roles, system prompts and skills your Bots use to research, size, execute and review.
github实测增长打开来源 ↗
安装
git clone https://github.com/galleonlabs/hypergrok-trading-desk ~/.claude/skills/hypergrok-trading-desk58GitHub 星标+15 (+34.9 %) - 16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 %) - 17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 %) - 18活跃
Facebook Pages marketing skills for Claude Code and Codex: high-share posts, hooks, engagement replies, and a weekly plan. Publish via Publora. Open source, MIT. Content engineering by Creative Content Crafts.
github实测增长打开来源 ↗
安装
git clone https://github.com/sergebulaev/facebook-skills ~/.claude/skills/facebook-skills33GitHub 星标+10 (+43.5 %) - 19活跃
Procedural writing-style skills for AI agents: official frameworks (plain language, business writing, GOV.UK, AP style, STE-100, developer docs) + character voices. Agent Plugins 1.0.0, works in opencode, Claude Code, Codex.
github实测增长打开来源 ↗
安装
/plugin marketplace add surendranb/writing-skills31GitHub 星标+9 (+40.9 %) - 20活跃
TikTok marketing skills for Claude Code and Codex: 3-second video hooks, captions, trend mapping, and a weekly plan. Draft, humanize, and publish via Publora. MIT. Content engineering by Creative Content Crafts.
github实测增长打开来源 ↗
安装
git clone https://github.com/sergebulaev/tiktok-skills ~/.claude/skills/tiktok-skills26GitHub 星标+8 (+44.4 %) - 21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 %) - 22活跃
让 AI 像人一样说话、创作的规则集。Ruleset for making AI talk and write like a human.
github实测增长打开来源 ↗
安装
git clone https://github.com/chengzhi-c/natural-talk ~/.claude/skills/natural-talk41GitHub 星标+10 (+32.3 %) - 23活跃
Palinode
MCPGit-versioned markdown memory for AI agents: save, search, compact, lint, and audit.
mcp实测增长打开来源 ↗
安装
claude mcp add palinode -- uvx palinode37GitHub 星标+9 (+32.1 %) - 24活跃
让 AI 像资深测试工程师一样工作：面向 AI Agent 的测试工程 Skill 框架——11 Skills + 共享知识库 + 类型决策矩阵（Claude Code / dsh 等 Agent 可用）
github实测增长打开来源 ↗
安装
git clone https://github.com/fishzjp/qa-skills ~/.claude/skills/qa-skills27GitHub 星标+7 (+35.0 %)
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 ↗
A curated collection of skills for AI agents to properly work with datavault4dbt.
github安装
资源实测增长git clone https://github.com/ScalefreeCOM/datavault4dbt-agent-skills ~/.claude/skills/datavault4dbt-agent-skills22GitHub 星标+7 (+46.7 %)