MCP Directory

TollboothLabs/ai-tool-optimizer

GitHub
Other

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

Overview

Direct install

Run the underlying MCP server directly — without Agent-CoreX routing.

npx -y ai-tool-optimizer

Use with Agent-CoreX

Agent-CoreX intelligently routes which tools from TollboothLabs/ai-tool-optimizer your AI agent actually needs per request — reducing token usage and cost.

agent-corex.json

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

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Installation Guide

Use with Agent-CoreX

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add ai-tool-optimizer

Agent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.

Direct Install

Use TollboothLabs/ai-tool-optimizer directly without routing

npx -y ai-tool-optimizer

New to Agent-CoreX? View setup guide →

TollboothLabs/ai-tool-optimizer MCP Server — Agent-CoreX