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[BEST_IN_NICHE // MCP]

Best MCP in May 2026

If you need a MCP tool right now, our pick to watch is n8n-io/n8n (velocity score 6.0/10). Score 6.0/10 — established but flat. Worth watching for the next inflection. Consider alternatives below if velocity matters. Other tools worth a look: lobehub/lobehub, HKUDS/Vibe-Trading, sickn33/antigravity-awesome-skills. Rankings update daily — see the full top 10 below.

Top 3 picks
[RANK · #01]
jeecgboot/JeecgBoot
acceleratingscore 4.2/10+104 stars/7d
[RANK · #02]
lobehub/lobehub
stallingscore 3.4/10+440 stars/7d
[RANK · #03]
HKUDS/Vibe-Trading
stallingscore 3.1/10+805 stars/7d
Top 10 ranked
Tool
Velocity
Trend 30d
Δ 7d
Stars
Class
  • jeecgboot/JeecgBootAI 低代码平台,「低代码 + 零代码」双模式驱动:低代码一键生成前后端代码,零代码 5 分钟搭建系统,AI Skills 一句话画流程、设计表单、生成整套系统。内置 AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领「AI 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,消除 Java 项目 80% 的重复工作,提效而不失灵活。
    4.23↑ +10446kAccel
  • lobehub/lobehubLobeHub organizes your agents into 7×24 operation. It hires, schedules, reports on your entire AI team. You stay in charge — without staying online.
    3.44↑ +44077kStalling
  • HKUDS/Vibe-Trading"Vibe-Trading: Your Personal Trading Agent"
    3.15↑ +8057.5kStalling
  • sickn33/antigravity-awesome-skillsInstallable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.
    3.12↑ +79938kStable
  • langgenius/difyProduction-ready platform for agentic workflow development.
    2.92↑ +617142kAccel
  • labring/FastGPTFastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
    2.79↑ +5128kAccel
  • nextlevelbuilder/goclawGoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.
    2.46↑ +473.1kStable
  • open-webui/open-webuiUser-friendly AI Interface (Supports Ollama, OpenAI API, ...)
    2.45↑ +732137kAccel
  • sansan0/TrendRadar⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
    2.45↑ +35658kAccel
  • MemPalace/mempalaceThe best-benchmarked open-source AI memory system. And it's free.
    2.22↑ +38252kAccel
Frequently asked

What's the best MCP right now?

n8n-io/n8n. Beam ranks MCP tools at 6.0/10 velocity. Score 6.0/10 — established but flat. Worth watching for the next inflection. Consider alternatives below if velocity matters.

What other MCP tools should I consider?

Beyond jeecgboot/JeecgBoot, the next four highest-velocity MCP tools beam tracks are lobehub/lobehub, HKUDS/Vibe-Trading, sickn33/antigravity-awesome-skills, langgenius/dify. Open any tool's profile for the full signal breakdown.

How does beam rank MCP tools?

Beam fuses five orthogonal signals into a single velocity score: code activity, package adoption, research citation, sentiment, and production signals. The score multiplies across signals, so any one signal collapsing pulls the whole score down — that's how beam catches stars-up-commits-down decay. Full methodology at /about/methodology.

Is n8n-io/n8n actively maintained?

See the live status check at /tools/1214/status for the direct-answer verdict, last-commit timestamp, and 90-day velocity chart. Beam refreshes daily.

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