AgentCost

Analyze AI agent session logs to find token waste and optimization opportunities. Free preview tier with cost breakdown; paid tiers for waste detection and recommendations.

GitHub

AgentCost — AI Agent Spend Analysis

MCP server that analyzes AI agent session logs to find token waste and optimization opportunities.

Free preview tier — see where your money goes before paying for detailed analysis.

Quick Start

Add to your Claude Desktop or MCP client config:

{
  "mcpServers": {
    "agentcost": {
      "command": "npx",
      "args": ["-y", "alphaforensics-mcp"]
    }
  }
}

No API key needed for the free preview tier.

Tools

agentcost_preview (Free)

Analyze your Claude Code session logs at no cost. Returns:

  • Total cost breakdown by model
  • Token counts (input/output/cache)
  • Tool usage frequency
  • Top 5 most expensive turns
Upload your JSONL from ~/.claude/projects/ to see where your money goes.

agentcost_analyze ($5-$15 via x402)

Full analysis with actionable recommendations:

  • Pro ($5): Waste pattern detection, per-tool cost attribution, optimization recommendations
  • Full ($15): + industry benchmarks, savings projections, exportable report

agentcost_sample (Free)

Get a sample report to see the output format before submitting real data.

How It Works

  1. Find your Claude Code session logs in ~/.claude/projects/
  2. Use agentcost_preview to get a free cost breakdown
  3. If you want waste detection and recommendations, use agentcost_analyze

Paid analysis uses x402 micropayments on Base mainnet — no API keys or subscriptions needed.

API Endpoints

EndpointPriceDescription
POST /forensics/previewFreeCost breakdown + top-5 hot turns
POST /forensics/analyze$5-$15Waste patterns + recommendations
GET /forensics/sampleFreeSample report

Base URL: https://api.agentsconsultants.com

License

MIT

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