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AI Cost Analyzer

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

Connector by vpatser1 · GitHub account verified by the MCP Registry

IndexedLicense unknownLocal (stdio)
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/vpatser1-ai-cost-analyzer

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
5 read · 0 write · 0 deleteRead-only
Secrets
1 (API keys, tokens or passwords)
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 5

Read from the source code; the running server may list different tools.

Read 5 · Look things up without changing anything.

  • analyze_usage
  • compare_models
  • estimate_savings
  • get_pricing
  • optimize_prompt

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • LICENSE_KEY

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • 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.

Signals

Last release
Aug 4, 2026 (2 months ago)

Details

Registry name
io.github.vpatser1/ai-cost-analyzer
Version
1.1.4
Auth
API key
Packages
npm ai-cost-analyzer
License
License unknown
Website
aivp-mcp.vercel.app
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registry

More from vpatser1

Cite this page

AI Cost Analyzer MCP server. Agent Mart. https://agentmart.dev/connectors/vpatser1-ai-cost-analyzer (last updated 2026-10-24)