MCP.Market

AI Cost Optimizer MCP server

online · 100% uptime
by lazymac2x·io.github.lazymac2x/ai-cost-optimizer·v1.0.0
No reviews yet

Cloudflare Workers MCP server: ai-cost-optimizer

B79/100grade B
Write a reviewRun it
What users say
No reviews yet
Be the first
Safety scan
B79/100

full report

Adoption
New

0 stars

Reviews

Write one

Nobody has reviewed AI Cost Optimizer yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

AI Cost Optimizer tools (5)

write = sends, deletes, buys or posts
  • budget_alertFree

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

  • cost_forecastFree

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

  • cost_trackerFree

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

  • model_breakdownFree

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

  • token_calculatorFree

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

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 105ms20/20
  • Tool poisoning5 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 134 days ago8/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 79/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How AI Cost Optimizer compares

Against every graded Developer tools MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
79/100
higher than 53% of 1,119 Developer tools servers
Tools
5
the typical Developer tools server has 7
Tools that change things
0%
typical: 5%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote Developer tools server answers 100%
Response time
22 ms
faster than 96% of 443 Developer tools servers

What its tools let an agent do: 5 read

Install AI Cost Optimizer in Claude Code, Cursor or VS Code

claude mcp add --transport http ai-cost-optimizer https://api.lazy-mac.com/ai-cost-optimizer/mcp
Add to Cursor

What the publisher says

From the AI Cost Optimizer repository's README, as published. We do not edit it. Read it on GitHub

ai-cost-optimizer-api

Cloudflare Workers MCP server: ai-cost-optimizer. REST + MCP (JSON-RPC 2.0). Live: api.lazy-mac.com/ai-cost-optimizer

Nothing above is checked by us. What we check is on the safety report.

AI Cost Optimizer: common questions

Is AI Cost Optimizer MCP server safe?
Mostly: it is graded B (79/100). Read the AI Cost Optimizer safety report
How do I install AI Cost Optimizer?
It runs remotely at api.lazy-mac.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does AI Cost Optimizer need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is AI Cost Optimizer maintained?
The last commit was 171 days ago (2026-05-17). The latest release is v1.0.0.
Is AI Cost Optimizer up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of AI Cost Optimizer?
Servers from other publishers that do the same job: Scrapling MCP Server, Porkbun (official) MCP server and MCP server.
How does AI Cost Optimizer compare with other Developer tools MCP servers?
safety score 79/100 (higher than 53% of 1,119 Developer tools servers); tools 5 (the typical Developer tools server has 7); tools that change things 0% (typical: 5%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to AI Cost Optimizer

Same job from other publishers: the closest match first, then the best rated.

  • Scrapling MCP Server
    Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
    A
  • Porkbun (official)
    Official Porkbun MCP server: domains, DNS, SSL, hosting and Cloudflare via the Porkbun API.
    A
  • MCP
    Cloudflare MCP servers
    A
  • Dados Abertos Senado BR MCP
    MCP server for Brazilian Federal Senate open data (legislative, administrative, e-Cidadania).
    A
  • Cloud FinOps Skill & MCP
    Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.
    A

More from lazymac2x →