🤖 AI Cost Optimizer

MCP MARKETPLACE READY

Overview

Intelligent LLM routing system that automatically selects the most cost-efficient model for each task. Analyzes prompt complexity in real-time and routes across 40+ models from 8 providers, saving users 40-70% on AI API costs.

Core Features:

Smart routing via complexity scoring (0.0-1.0 scale)
Real-time cost tracking with SQLite persistence
Budget enforcement with configurable alerts
Multi-provider support (Anthropic, Google, Cerebras, DeepSeek, etc.)
Claude Desktop integration via MCP server
Transparent pricing (see exact costs before/after)

Tech Stack:

FastAPI MCP Server SQLite Anthropic Google Cerebras DeepSeek

View Code

Performance Metrics

Cost Savings

40-70%

Models Supported

40+

Providers

MCP Tools

Routing Strategy:

Complexity Score → Model Selection:

0.0-0.3: Free/cheap models
         (Gemini Flash, Haiku)

0.3-0.6: Mid-tier models
         (GPT-3.5, Claude Haiku)

0.6-1.0: Premium models
         (GPT-4, Claude Opus)

Learning-based pattern recognition

Problem Solved

Bill Shock

Unpredictable AI costs ($50 → $5,000+/month)

Manual Selection

Eliminate manual model selection overhead

Margin Multiplier

Make AI features profitable for SaaS companies