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. io.github.YawLabs/ctxlint has the largest measured increase: +2501 downloads over 7 days. These movements describe only changes in metrics collected over the period.
测量周期：2026-08-24 至 2026-08-31
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
fyagent
技能For You Agent——AI 时代的个人随身数字人格。把你的模型、AI 账号、技能、提示词和工作方式，带到每一个 AI 工具里。
github实测增长打开来源 ↗
安装
git clone https://github.com/fy-agent/fyagent ~/.claude/skills/fyagent883GitHub 星标+526 (+147.3 %) - 2未知最近提交：暂无数据
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual codebase
mcp实测增长打开来源 ↗
安装
claude mcp add ctxlint -- npx @yawlabs/ctxlint4 9897 天下载量+2 501 (+100.5 %) - 3未知最近提交：暂无数据
MCP server for managing Caddy web servers via the admin API
mcp实测增长打开来源 ↗
安装
claude mcp add caddy-mcp -- npx @yawlabs/caddy-mcp6957 天下载量+559 (+411.0 %) - 4未知最近提交：暂无数据
HTTP fetch MCP server: SSRF protection, HTML-to-markdown, reader mode, metadata extraction
mcp实测增长打开来源 ↗
安装
claude mcp add fetch-mcp -- npx @yawlabs/fetch-mcp5697 天下载量+452 (+386.3 %) - 5未知最近提交：暂无数据
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-login
mcp实测增长打开来源 ↗
安装
claude mcp add aws-mcp -- npx @yawlabs/aws-mcp6357 天下载量+433 (+214.4 %) - 6未知最近提交：暂无数据
Tailscale MCP server for managing your tailnet from AI assistants
mcp实测增长打开来源 ↗
安装
claude mcp add tailscale-mcp -- npx @yawlabs/tailscale-mcp6207 天下载量+409 (+193.8 %) - 7未知最近提交：暂无数据
AI codebase health analysis: dead code, circular deps, coupling, architectural drift.
mcp实测增长打开来源 ↗
安装
claude mcp add codesentinel -- npx @cubiczan/codesentinel-mcp4167 天下载量+384 (+1200.0 %) - 8未知最近提交：暂无数据
LemonSqueezy MCP server for managing your store from AI assistants
mcp实测增长打开来源 ↗
安装
claude mcp add lemonsqueezy-mcp -- npx @yawlabs/lemonsqueezy-mcp5077 天下载量+381 (+302.4 %) - 9未知最近提交：暂无数据
MCP Server for WeChat DevTools CLI - Automate Mini Program development & testing.
mcp实测增长打开来源 ↗
安装
claude mcp add wechat-devtools -- uvx wechat-devtools-mcp9157 天下载量+416 (+83.4 %) - 10活跃
Fuxi
其他FuXi is a fast, self-contained AI coding agent that lives in your terminal — edit code, run commands, and drive tools, with cost-aware routing across LLM providers.
github实测增长打开来源 ↗
3 129GitHub 星标+1 072 (+52.1 %) - 11未知最近提交：暂无数据
TopicGate
MCPSecure local access to MQTT topics through MCP.
mcp实测增长打开来源 ↗
安装
claude mcp add topicgate -- uvx topicgate8607 天下载量+359 (+71.7 %) - 12活跃
A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.
github实测增长打开来源 ↗
425GitHub 星标+239 (+128.5 %) - 13未知最近提交：暂无数据
Model Context Protocol (MCP) server for Bitbucket Cloud and Server API integration
mcp实测增长打开来源 ↗
安装
claude mcp add bitbucket-mcp -- npx bitbucket-mcp4 0187 天下载量+1 069 (+36.2 %) - 14活跃
OpenBot
智能体Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.
github实测增长打开来源 ↗
3 622GitHub 星标+699 (+23.9 %) - 15未知最近提交：暂无数据
CLI tool and MCP server that tests MCP servers for spec compliance
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-compliance -- npx @yawlabs/mcp-compliance4587 天下载量+190 (+70.9 %) - 16未知最近提交：暂无数据
Recorded browser sessions, backend spans, and database row diffs as one ranked fix bundle.
mcp实测增长打开来源 ↗
安装
claude mcp add crumbtrail -- npx crumbtrail-node1 1667 天下载量+317 (+37.3 %) - 17活跃
An AI-agent skill that generates browser-editable presentations from multiple visual themes, exportable to HTML, PDF, and PPTX.
github实测增长打开来源 ↗
安装
git clone https://github.com/chuspeeism/dashi-ppt-skill ~/.claude/skills/dashi-ppt-skill7 128GitHub 星标+805 (+12.7 %) - 18活跃
Active Directory pentest methodology for Claude Code: skills, agents and slash commands for internal AD red-team work (Kerberoasting, ADCS ESC1-17, DCSync, ACL abuse, NTLM relay, delegation), with per-technique OPSEC/telemetry notes. Drives…
github实测增长打开来源 ↗
安装
/plugin marketplace add ADScanPro/Claude-AD139GitHub 星标+81 (+139.7 %) - 19活跃
Open-source desktop AI agent for tools, files, knowledge, workflows, and real deliverables.
github实测增长打开来源 ↗
1 543GitHub 星标+278 (+22.0 %) - 20未知最近提交：暂无数据
PostgreSQL MCP server - query, schema introspection, explain, and health checks for AI assistants
mcp实测增长打开来源 ↗
安装
claude mcp add postgres-mcp -- npx @yawlabs/postgres-mcp6 6637 天下载量+657 (+10.9 %) - 21活跃
AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 152 shot recipe cards, 209 motion previews, a production-ready template
github实测增长打开来源 ↗
安装
git clone https://github.com/Vincentwei1021/video-shotcraft ~/.claude/skills/video-shotcraft6 933GitHub 星标+584 (+9.2 %) - 22活跃
genoffice
智能体Free, open-source AI office suite for macOS, Windows & Linux — Word (.docx), Excel (.xlsx), PowerPoint (.pptx), PDF and Markdown editing with built-in AI agents.
github实测增长打开来源 ↗
4 110GitHub 星标+406 (+11.0 %) - 23活跃
ponytail
技能Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
github实测增长打开来源 ↗
安装
/plugin marketplace add DietrichGebert/ponytail118 561GitHub 星标+7 319 (+6.6 %) - 24活跃
Graft
MCPTurbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.
github实测增长打开来源 ↗
5 247GitHub 星标+354 (+7.2 %)
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。
- 151 638GitHub 星标+2 509 (+5.1 %)