mcp-radar MCP Server
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
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 GitHubFrom the project's GitHub README.
MCP Radar ๐ฐ๏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.):
search_serversโ search high-quality servers by keyword/category, ranked by an open quality scoreaudit_serverโ audit any single server before you install: 5-dimension score breakdown, installs, stars, security level, links
Scoring model (out of 100, open & reproducible)
| Dimension | Weight | Meaning |
|---|---|---|
| Heat | 25% | log-normalized install count |
| Security | 25% | marketplace security_score |
| Quality | 25% | avg rating + creator reputation grade |
| Activity | 15% | recency of last update (decay) |
| Official | 10% | 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/
โโโ mcp_radar_server.py # MCP server (official MCP SDK / FastMCP)
โโโ requirements.txt # mcp>=1.2.0,<2
โโโ README.md
โโโ data/
โโโ 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
Reviews
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Version History
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