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. ECC has the largest measured increase: +6781 GitHub stars. These movements describe only changes in metrics collected over the period.
测量周期：2026-08-31 至 2026-09-07
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
no_human
MCPFile a task with your local no_human and check on it: task_add and task_status over stdio.
mcp实测增长打开来源 ↗
安装
claude mcp add no_human -- uvx no-human263GitHub 星标+208 (+378.2 %) - 2活跃
nexpath
技能Local-first AI coding workflow for vibe coders, indie hackers, technical founders and product managers — catch missing tests and safety checks across Claude Code, Cursor, Windsurf, Replit, Lovable and Bolt.new.
github实测增长打开来源 ↗
安装
/plugin marketplace add hi0001234d/nexpath198GitHub 星标+154 (+350.0 %) - 3活跃
SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrUX, technical-SEO.
mcp实测增长打开来源 ↗
安装
claude mcp add seo-monster -- uvx seo-monster149GitHub 星标+146 (+4866.7 %) - 4活跃
Verifiable execution for AI agents: Ed25519-signed work contracts and audit trails.
mcp实测增长打开来源 ↗
安装
claude mcp add OpenWorkProof -- uvx openworkproof187GitHub 星标+144 (+334.9 %) - 5活跃
Create polished product demo videos with AI coding agents and Remotion. The UI is code, not a screen recording.
github实测增长打开来源 ↗
安装
git clone https://github.com/Alexwtlf/agentic-product-demo ~/.claude/skills/agentic-product-demo180GitHub 星标+112 (+164.7 %) - 6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 %) - 7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 %) - 8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 %) - 9活跃
Use claude-code for free in the terminal, VSCode extension or via discord like openclaw
github实测增长打开来源 ↗
安装
/plugin marketplace add codeaashu/free-claude-code132GitHub 星标+89 (+207.0 %) - 10活跃
Jacobian
MCPExecutable mathematics and independent verification for AI agents.
mcp实测增长打开来源 ↗
安装
claude mcp add jacobian -- npx jacobian163GitHub 星标+81 (+98.8 %) - 11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 %) - 12活跃
Re-anchor long conversations that drift through repeated local corrections.
github实测增长打开来源 ↗
安装
git clone https://github.com/jinhanbuilds/hoist-the-elephant ~/.claude/skills/hoist-the-elephant105GitHub 星标+55 (+110.0 %) - 13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 %) - 14活跃
Deletion-first Agent Skill for removing test bloat, verification theater, and speculative fallbacks while preserving behavior.
github实测增长打开来源 ↗
安装
git clone https://github.com/MrZoyo/deslop-GPT ~/.claude/skills/deslop-GPT109GitHub 星标+54 (+98.2 %) - 15活跃
A Claude skill that turns brainstorming into an interactive mind map of inverted assumptions — no answers, no ranking, just provocations.
github实测增长打开来源 ↗
安装
git clone https://github.com/ara-mkr/Wonder-Pill ~/.claude/skills/Wonder-Pill115GitHub 星标+55 (+91.7 %) - 16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-mindset52GitHub 星标+51 (+5100.0 %) - 17活跃
WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated skill gating, and a documented live run log.
github实测增长打开来源 ↗
安装
git clone https://github.com/ashutoshsinghpr7/wikiskill ~/.claude/skills/wikiskill121GitHub 星标+54 (+80.6 %) - 18活跃
Privacy-first AI project and Skill feedback loop for Codex and Claude Code—turn corrections into traceable requirements and verified repair plans.
github实测增长打开来源 ↗
安装
git clone https://github.com/adand-91/requirement-ledger ~/.claude/skills/requirement-ledger105GitHub 星标+49 (+87.5 %) - 19活跃
trace-mcp
MCPFramework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own. 81 languages, 87 frameworks, 100% local.
github实测增长打开来源 ↗
161GitHub 星标+59 (+57.8 %) - 20活跃
Hire Google's Antigravity CLI (agy) as a fast Gemini staffer for Claude Code and OpenAI Codex.
github实测增长打开来源 ↗
安装
/plugin marketplace add keli-wen/agy-staff103GitHub 星标+45 (+77.6 %) - 21活跃
forge
技能Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the agent that runs next to a service, in your environment, on infrastructure you already operate. Write a SKILL.md. Compile to a portable, hardened agent.…
github实测增长打开来源 ↗
安装
git clone https://github.com/initializ/forge ~/.claude/skills/forge227GitHub 星标+71 (+45.5 %) - 22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 %) - 23活跃
豆包工作系统化中文实践指南：教程、真实任务、Skills、连接器、自动化与多 Agent 工作流。
github实测增长打开来源 ↗
安装
git clone https://github.com/AlephAITech/DoubaoWorkGuide ~/.claude/skills/DoubaoWorkGuide133GitHub 星标+52 (+64.2 %) - 24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 %) - 25活跃
Code graph MCP server for AI agents: 81 languages, 87 frameworks, 90.6% fewer PR-review tokens
mcp实测增长打开来源 ↗
安装
claude mcp add trace-mcp -- npx trace-mcp155GitHub 星标+53 (+52.0 %)