AI Cost Analyzer MCP server

by vpatser1·io.github.vpatser1/ai-cost-analyzer·v1.1.4

Analyze LLM API costs: token waste detection, caching savings estimates, model comparison

C55/100grade C

What users say

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Safety scan

C55/100

Adoption

New

28 downloads/wk

Reviews

Nobody has reviewed AI Cost Analyzer yet.

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

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

analyze_usage
Analyze AI API usage data and return cost breakdowns by model, average cost per request, token waste estimation, and daily/weekly trends.
compare_models
Compare cost and quality tradeoffs across Claude, GPT-4o, GPT-4o-mini, and Gemini models for a given task. Returns cost per request, monthly projections, and recommendations.
estimate_savings
Estimate potential monthly savings from prompt caching, model routing, and context pruning based on current usage patterns.
get_pricing
Return current pricing for all major LLM APIs (Claude, OpenAI, Gemini) with input, output, and cached token rates per million tokens.
optimize_prompt
Analyze a system prompt and tool definitions, return an optimized version with redundant content removed, token counts before/after, and cost reduction estimates.

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings

Code scan17 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitystatic API keys via environment variables6/15
Maintenancerepository not readable: repo not found3/15
Maintainer identityno repository or website to verify2/10

Overall 55/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

Runs npx -y ai-cost-analyzer on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add ai-cost-analyzer -- npx -y ai-cost-analyzer

Is AI Cost Analyzer MCP server safe?: With care: it is graded C, so read the findings first (55/100). Read the AI Cost Analyzer safety report
How do I install AI Cost Analyzer?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does AI Cost Analyzer need an API key?: Yes. The registry entry asks for LICENSE_KEY.
Is AI Cost Analyzer maintained?: The latest release is v1.1.4.
What can I use instead of AI Cost Analyzer?: Servers from other publishers that do the same job: llmtrim MCP server, mcptoon MCP server and Agent Lsp MCP server. Compare all AI Cost Analyzer alternatives.

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

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Local package. It runs on your machine, not through the gateway.

LICENSE_KEYsecretLicense key (emailed after purchase at https://aivp-mcp.vercel.app). Omit for the free trial (3 calls per tool).

Claim it to keep the listing current and reply to reviews. Claiming never changes the grade or hides a review.

Shows the safety grade and links back to this page. It updates itself after every scan and review.

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