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mcp-radar MCP Server

by th yang
Developer ToolsLow Risk10.0LocalNew
Free

Quality-ranked search across 20K+ MCP servers โ€” skip the 98% nobody installs

About

MCP Server quality radar: score, audit and rank 20,000 MCP servers by security, activity and token cost, so you never install a dead server again

Security Report

10.0
Low Risk10.0Low Risk

Valid MCP server (2 strong, 4 medium validity signals). No known CVEs in dependencies. Imported from the Official MCP Registry.

4 files analyzed ยท No issues found

Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.

How to Install

Add this to your MCP configuration file:

{
  "mcpServers": {
    "mcp-radar": {
      "args": [
        "-y",
        "github:XiaoMoDern/mcp-radar"
      ],
      "command": "npx"
    }
  }
}

Documentation

View on GitHub

From the project's GitHub README.

MCP Radar ๐Ÿ›ฐ๏ธ

MCP Server quality radar โ€” find the trustworthy MCP server out of 20,000+, and avoid the 98% that nobody ever installs.

Dataset: 19,947 approved MCP servers (scraped from mcp-marketplace.io, 2026-08-25) The problem: 98% of servers have zero installs, 91% pile into "Developer Tools", only 0.1% are paid, and a single server's schema can burn 47K tokens before you even ask a question.

What it does

Works inside any MCP client (Claude Desktop / Cursor / Claude Code / etc.):

  1. search_servers โ€” search high-quality servers by keyword/category, ranked by an open quality score
  2. audit_server โ€” audit any single server before you install: 5-dimension score breakdown, installs, stars, security level, links

Scoring model (out of 100, open & reproducible)

DimensionWeightMeaning
Heat25%log-normalized install count
Security25%marketplace security_score
Quality25%avg rating + creator reputation grade
Activity15%recency of last update (decay)
Official10%official/featured bonus (marketplace self-owned excluded to avoid bias)

Quick start

pip install -r requirements.txt    # installs the MCP SDK (mcp>=1.2,<2)
python mcp_radar_server.py --stats # print dataset stats
python mcp_radar_server.py         # run as a stdio MCP server

Claude Desktop config (claude_desktop_config.json):

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

Structure

mcp-radar/
โ”œโ”€โ”€ mcp_radar_server.py    # MCP server (official MCP SDK / FastMCP)
โ”œโ”€โ”€ requirements.txt       # mcp>=1.2.0,<2
โ”œโ”€โ”€ README.md
โ””โ”€โ”€ data/
    โ””โ”€โ”€ mcp_radar_data.csv # 19,947 scored servers

Data refresh

Re-scrape the latest data with mcp_radar_extract.py, then copy the generated CSV into data/.

Roadmap

  • Per-server token cost estimation (schema-size proxy)
  • Deep rankings for non-Developer-Tools categories (the underserved niches)
  • Web leaderboard page (GitHub Pages)

License

MIT

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Version History

vmcp==1.29.1Aug 26, 2026Re-scanned
vmcp>=1.28.1,<2Aug 26, 2026Re-scanned
v1.28.1Aug 26, 2026Re-scanned
mcp-radar MCP Server - Quality-ranked search across 20K+ MCP servers โ€” skip the | MCP Marketplace