Tool Credit Score
by Zishan Ali Khan
Open-source lab project
v0.1.x
ⓘ About
Import Tools
📋 Paste JSON
📁 Upload
🐙 GitHub
🔌 MCP URL (Coming Soon)
Import
Load Sample
Quick Start
📋 Load paste sample (single tool)
📁 Load sample tools.json (3 tools)
Tool Credit Score for Agents
Local Mode
⚡
Welcome to
Tool Credit Score
! 🛠️
Score and auto-fix MCP tool specs so agents call tools reliably.
Import your tool specs from the left panel, then use the actions below to analyze and improve them.
•
Score
— Run the deterministic rubric (0–100)
•
Auto-Fix
— Normalize & add missing fields
•
Polish
— LLM-powered rewrite (optional)
•
Export
— Download improved specs
Score
Auto-Fix
Import tools first to enable Auto-Fix.
Polish with LLM (BYOK)
Import tools first to enable polish.
Export Fixed JSON
Audit Results
◇
Import tools to preview them here. Run
Score
to generate an audit report.
Tool Credit Scoreby Zishan Ali KhanOpen-source lab projectTool Credit Scoreby Zishan Ali KhanOpen-source lab project