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.
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
- Find your Claude Code session logs in
~/.claude/projects/ - Use
agentcost_previewto get a free cost breakdown - 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
| Endpoint | Price | Description |
|---|---|---|
POST /forensics/preview | Free | Cost breakdown + top-5 hot turns |
POST /forensics/analyze | $5-$15 | Waste patterns + recommendations |
GET /forensics/sample | Free | Sample report |
Base URL: https://api.agentsconsultants.com
License
MIT
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