MCP Servers

AgentCost

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

Category

README

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_preview to 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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