A
licenseA
qualityC
maintenanceAn MCP server that helps AI agents reduce token usage by compressing, summarizing, and managing conversation/context data more efficiently.
1
1
MIT
AgentCost
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@AgentCostpreview my Claude session cost breakdown"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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
Find your Claude Code session logs in
~/.claude/projects/Use
agentcost_previewto get a free cost breakdownIf 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 |
| Free | Cost breakdown + top-5 hot turns |
| $5-$15 | Waste patterns + recommendations |
| Free | Sample report |
Base URL: https://api.agentsconsultants.com
License
MIT
This server cannot be installed
Maintenance
ActivityInactive
ResponsivenessNo issues
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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