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MCPBench

A report card for any MCP server. Scores schema quality, latency, description safety, and permission clarity — with a letter grade and a Shields.io badge for your README.

github ↗
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50poor
▣ Score BreakdownMCPScore = Σ(raw × weight)
DimensionRawWeighted
Security
35%
100
35.0
Freshness
25%
30
7.5
Adoption
20%
0
0.0
Quality
10%
20
2.0
Trust
10%
50
5.0
Total
49.5
⚿ Capabilities & Risk Explainer
fs writeexecsecrets
◆ Risk level: medium
fs write + exec + secrets active — can execute code, access credentials, and make external network calls.
⚙ Install config
Source-only — no published npm / pypi package detected.
Clone and follow the build instructions in the repo: github.com/David-Wu1119/MCPBench
📈 Score historylast 2 snapshots
6/19/20266/20/2026 · 2 snapshots
⛁ Raw data
weekly downloads0
github stars0
forks0
open issues0
license✗ missing
readme length0 chars
last updated1d ago
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MCPBench — MCP Score: 50/100 | MCPScore | Timeahead