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mcp-radar

by XiaoMoDern
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MCP Radar 🛰️

MCP Server 质量雷达 — 从 20,000+ 个 MCP 服务器中找到值得信赖的那一个，避开那 98% 从未被安装过的。

数据集：19,947 个已批准的 MCP 服务器（抓取自 mcp-marketplace.io，2026-08-25） 问题：98% 的服务器零安装量，91% 挤在"开发者工具"分类中，只有 0.1% 是付费的，而且单个服务器的 schema 在你提问之前就能烧掉 47K tokens。

功能

可在任何 MCP 客户端（Claude Desktop / Cursor / Claude Code 等）中使用：

  1. search_servers — 按关键词/分类搜索高质量服务器，按公开质量评分排序

  2. audit_server — 安装前审计任意单个服务器：5 维度评分明细、安装量、星标、安全等级、链接

Related MCP server: MCP Servers Search

评分模型（满分 100，公开且可复现）

维度

权重

含义

热度

25%

对数归一化的安装数量

安全

25%

市场 security_score

质量

25%

平均评分 + 创建者信誉等级

活跃度

15%

最近更新时间（衰减）

官方

10%

官方/精选加成（排除市场自营以避免偏差）

快速开始

pip install -r requirements.txt    # installs the MCP SDK (mcp==1.29.1)
python mcp_radar_server.py --stats # print dataset stats
python mcp_radar_server.py         # run as a stdio MCP server

Claude Desktop 配置（claude_desktop_config.json）：

{
  "mcpServers": {
    "mcp-radar": {
      "command": "python",
      "args": ["/absolute/path/mcp_radar_server.py"],
      "env": { "PYTHONUNBUFFERED": "1" }
    }
  }
}

项目结构

mcp-radar/
├── mcp_radar_server.py    # MCP server (official MCP SDK / FastMCP)
├── pyproject.toml         # project metadata + pinned mcp==1.29.1
├── requirements.txt       # mcp==1.29.1
├── README.md
├── LAUNCHGUIDE.md         # marketplace onboarding guide
└── data/
    └── mcp_radar_data.csv # 19,947 scored servers

数据刷新

使用 mcp_radar_extract.py 重新抓取最新数据，然后将生成的 CSV 复制到 data/ 中。

路线图

  • 单服务器 token 成本估算（schema 大小代理）

  • 非开发者工具分类的深度排名（未被充分服务的细分领域）

  • Web 排行榜页面（GitHub Pages）

许可证

MIT

This server cannot be installed

RayrunBuild, deploy, and operate MCP servers without becoming an infrastructure team.ray.runAd
F
license - not found
Not graded
quality - not tested
B
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

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