# TollboothLabs/ai-tool-optimizer [Health: Active]

**Category:** 🛠️ Other Tools and Integrations  
**Repository:** https://github.com/TollboothLabs/ai-tool-optimizer  
**GitHub Stars:** 1  
**Views:** 2  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/tollboothlabs-ai-tool-optimizer

## Description
Reduces MCP tool description token costs by 40-70% through pure text schema distillation.

## Claude Desktop Quick Installation
Heuristic fallback — verify the package name and runner against the repository README before running it. Uses `npx` (confidence: low):

```json
"mcpServers": {
  "ai-tool-optimizer": {
    "command": "npx",
    "args": ["-y","tollboothlabs-ai-tool-optimizer"]
  }
}
```

## Documentation
AI Tool Optimizer reduces the token cost of MCP tool descriptions through text-based schema distillation. Use it when MCP tool metadata consumes a significant portion of an agent's context window.

**Use cases:**
- Reduce MCP tool description token usage
- Distill verbose tool schemas into shorter text
- Optimize context consumption for MCP-based agents

**Key features:**
- Text-based schema distillation
- MCP tool description optimization
- Claimed 40–70% token cost reduction

_Summarized from the repository README — see the link above for the full text._