ToolBench Scoring API
Integrate MCP quality scores into your platform. The same analysis used to evaluate 35,000+ servers, available programmatically.
What You Get
| Capability | Details |
|---|---|
| Quality scores | Definition quality, protocol compliance, and security scores per server |
| Per-tool analysis | Individual tool scores for naming, description, and schema quality with improvement suggestions |
| Grade & breakdown | A+ through F grade with full dimension-level scoring breakdown |
| Local & remote | Score GitHub repositories (source analysis) and hosted endpoints (black-box via MCP protocol) |
| Bulk scoring | Score multiple servers in a single request for catalog-wide analysis |
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