Ai Cost Optimizer

io.github.lazymac2x/ai-cost-optimizer

Cloudflare Workers MCP server: ai-cost-optimizer

healthy

status

tools exposed

600ms

connect latency

da13760ebbfe

schema fingerprint

Tools (5)

cost_tracker

Record and retrieve AI API call costs by team. Persists to Cloudflare KV — survives cold starts and scale-out.

token_calculator

Calculate cost from token counts for any supported AI model. Stateless — no KV required.

budget_alert

Set and check budget limits for teams. Raises a flag when a configurable spending threshold is reached.

model_breakdown

Analyze costs broken down by model for a given team over a configurable time window.

cost_forecast

Forecast future AI spend based on historical usage patterns using daily-average linear projection.

Endpoint

https://api.lazy-mac.com/ai-cost-optimizer/mcp
Category: AI & LLM · Last checked: 2026-08-15T09:58:02Z

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How we measure →

What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.