AI Cost Optimizer is an MCP server with 5 tools an agent can call, among them budget_alert, cost_forecast, cost_tracker. It answers at https://api.lazy-mac.com/ai-cost-optimizer/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 22 October 2026, succeeded.
Cloudflare Workers MCP server: ai-cost-optimizer
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
budget_alert | Set and check budget limits for teams. Raises a flag when a configurable spending threshold is reached. Inputs: action, team, budgetLimit, threshold |
cost_forecast | Forecast future AI spend based on historical usage patterns using daily-average linear projection. Inputs: team, forecastDays, historicalDays |
cost_tracker | Record and retrieve AI API call costs by team. Persists to Cloudflare KV — survives cold starts and scale-out. Inputs: action, model, inputTokens, outputTokens, team, metadata |
model_breakdown | Analyze costs broken down by model for a given team over a configurable time window. Inputs: team, days |
token_calculator | Calculate cost from token counts for any supported AI model. Stateless — no KV required. Inputs: model, inputTokens, outputTokens |
Every block below points at https://api.lazy-mac.com/ai-cost-optimizer/mcp. Pick your client and copy.
claude mcp add --transport http ai-cost-optimizer https://api.lazy-mac.com/ai-cost-optimizer/mcp
{
"mcpServers": {
"ai-cost-optimizer": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://api.lazy-mac.com/ai-cost-optimizer/mcp"]
}
}
}{
"mcpServers": {
"ai-cost-optimizer": {
"url": "https://api.lazy-mac.com/ai-cost-optimizer/mcp"
}
}
}{
"servers": {
"ai-cost-optimizer": {
"type": "http",
"url": "https://api.lazy-mac.com/ai-cost-optimizer/mcp"
}
}
}{
"context_servers": {
"ai-cost-optimizer": {
"url": "https://api.lazy-mac.com/ai-cost-optimizer/mcp"
}
}
}{
"mcpServers": {
"ai-cost-optimizer": {
"serverUrl": "https://api.lazy-mac.com/ai-cost-optimizer/mcp"
}
}
}{
"mcpServers": {
"ai-cost-optimizer": {
"url": "https://api.lazy-mac.com/ai-cost-optimizer/mcp"
}
}
}name: AI Cost Optimizer
version: 0.0.1
schema: v1
mcpServers:
- name: AI Cost Optimizer
type: streamable-http
url: https://api.lazy-mac.com/ai-cost-optimizer/mcp{
"mcpServers": {
"ai-cost-optimizer": {
"httpUrl": "https://api.lazy-mac.com/ai-cost-optimizer/mcp"
}
}
}{
"mcpServers": {
"ai-cost-optimizer": {
"type": "http",
"url": "https://api.lazy-mac.com/ai-cost-optimizer/mcp"
}
}
}{
"mcpServers": {
"ai-cost-optimizer": {
"url": "https://api.lazy-mac.com/ai-cost-optimizer/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fapi.lazy-mac.com%2Fai-cost-optimizer%2Fmcp&type=streamable_http&id=ai-cost-optimizer&name=AI%20Cost%20Optimizer
It answered our last check on 22 October 2026 in 230 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
5, as returned by the server's own tools/list on 15 September 2026: budget_alert, cost_forecast, cost_tracker, model_breakdown, token_calculator.
It answered our last check on 22 October 2026 in 230 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://api.lazy-mac.com/ai-cost-optimizer/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.lazymac2x. Endpoint host: api.lazy-mac.com. ARD identifier: urn:air:io.github.lazymac2x:mcp:ai-cost-optimizer.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.