Twig · MCP Score API

Score and optimize
for the agent economy.

Score and optimize MCP server descriptions for the agent economy. F–A+ grades. Free to use.

Try the API → View docs →

What it does

Agents decide in milliseconds. Make sure they choose you.

Score any MCP server from F to A+ based on description clarity, tool naming, and agent-routing signal
Monitor quality over time — track how your scores change as your server evolves
Optimize descriptions for agent routing — get actionable suggestions for every issue found

API Example

One call. Instant insight.

terminal

# Analyze any MCP server curl -X POST https://twig.kind-ling.com/analyze \ -H "Content-Type: application/json" \ -d '{"url": "https://your-server.com/mcp"}' # Response { "ok": true, "url": "https://your-server.com/mcp", "output": "Score: 72/100 (C)\n3 issues found..." }

Endpoints

All endpoints are free.

Endpoint	Method	Description	Price
/health	GET	Service status	Free
/analyze	POST	Score an MCP server	Free
/optimize	POST	Generate optimized variants	Free

Base URL: https://twig.kind-ling.com

Score and optimizefor the agent economy.

Agents decide in milliseconds. Make sure they choose you.

One call. Instant insight.

All endpoints are free.

Score and optimize
for the agent economy.