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.

Related MCP server: ai-usage-metrics-mcp

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

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

License

MIT