Toolrank
# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) platform. ## Tools ### toolrank_score Analyzes MCP tool definitions and returns a ToolRank Score (0-100) measuring agent-readiness. Evaluates four dimensions: Findability
About
# ToolRank MCP Server
Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) platform.
## Tools
### toolrank_score
Analyzes MCP tool definitions and returns a ToolRank Score (0-100) measuring agent-readiness. Evaluates four dimensions: Findability (25%), Clarity (35%), Precision (25%), and Efficiency (15%). Returns per-tool scores, maturity level, specific issues found, and fix suggestions ranked by impact.
### toolrank_suggest
Generates specific improvement suggestions for MCP tool definitions. Returns rewritten descriptions, improved schemas, and estimated score improvements.
## Install
```bash
npx @toolrank/mcp-server
```
## Links
- Website: https://toolrank.dev
- Framework: https://toolrank.dev/framework
- Ranking: https://toolrank.dev/ranking
- GitHub: https://github.com/imhiroki/toolrank
- License: MIT
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