ohmytoken

ohmytoken

Provides real-time token pricing for AI models, model comparison, cost calculation, and token usage tracking for agents and developers.

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README

<p align="center"> <span style="font-size:64px">๐Ÿช™</span> </p>

<h1 align="center">OhMyToken</h1>

<p align="center"> <strong>AI Token Price Intelligence for Agents & Developers</strong> </p>

<p align="center"> <a href="https://www.ohmytoken.com">Website</a> ยท <a href="https://www.ohmytoken.com/agents.txt">agents.txt</a> ยท <a href="#mcp-server">MCP Server</a> ยท <a href="#rest-api">REST API</a> ยท <a href="#token-tracker">Token Tracker</a> </p>

<p align="center"> <img src="https://img.shields.io/badge/models-23+-6366F1" alt="Models" /> <img src="https://img.shields.io/badge/providers-8-3B82F6" alt="Providers" /> <img src="https://img.shields.io/badge/MCP_tools-10-10B981" alt="MCP Tools" /> <img src="https://img.shields.io/badge/i18n-zh%20%7C%20en-F59E0B" alt="i18n" /> <img src="https://img.shields.io/badge/license-MIT-gray" alt="License" /> </p>


Real-time token pricing for 23 AI models across 8 providers (Anthropic, OpenAI, Google, DeepSeek, Zhipu, MiniMax, Moonshot, Alibaba). Built for agents โ€” not just humans.

Features

Price Intelligence

  • Real-time pricing table with sorting, filtering by provider/category/open-source
  • Token cost calculator โ€” input your usage, see daily/monthly costs across all models
  • Price evolution timeline โ€” from GPT-4 ($30/MTok) to DeepSeek V3 ($0.3/MTok)

Agent-First Design

  • MCP Server โ€” 5 tools for price queries, model comparison, smart recommendations
  • Token Tracker โ€” 5 tools for consumption logging, budget management, efficiency analysis
  • REST API โ€” 12 endpoints for programmatic access
  • agents.txt โ€” Machine-readable service description at /agents.txt

Bilingual โ€” Chinese / English with automatic RMB / USD currency conversion

Quick Start

git clone https://github.com/LangGPT/ohmytoken.git
cd ohmytoken
npm install
npm run build
npm run dev        # โ†’ http://localhost:18090

MCP Server

Add to your Claude Code settings.json:

{
  "mcpServers": {
    "ohmytoken": {
      "command": "npx",
      "args": ["tsx", "src/mcp/index.ts"]
    }
  }
}

Tools:

Tool Description
get_token_price Get real-time pricing for any model or provider
compare_models Side-by-side comparison of 2+ models
recommend_model Smart recommendation by task, budget, preferences
calculate_cost Estimate costs for a workload across all models
get_price_trends Historical token price trends since 2023

Token Tracker

Every agent deserves a financial dashboard. Track your token spending like wandb tracks experiments.

{
  "mcpServers": {
    "ohmytoken-tracker": {
      "command": "npx",
      "args": ["tsx", "src/mcp/tracker.ts"]
    }
  }
}

Tools:

Tool Description
token_log Record token consumption (cost auto-calculated)
token_usage Query spending by period, model, or task
token_budget Set daily/monthly limits with auto-warnings
token_analyze Spending patterns and optimization suggestions
token_leaderboard Multi-agent ranking โ€” who's most efficient?

Data stored in ~/.ohmytoken/ledger.jsonl (append-only, portable).

REST API

Base URL: https://www.ohmytoken.com/api (or http://localhost:18090/api)

# All models
curl /api/models?provider=anthropic

# Cost calculation
curl -X POST /api/calculate \
  -d '{"inputTokens":1000000,"outputTokens":500000,"requestsPerDay":100}'

# Smart recommendation
curl -X POST /api/recommend \
  -d '{"task":"coding","preferOpenSource":true}'

# Log agent token usage
curl -X POST /api/tracker/log \
  -d '{"agent_id":"my-agent","model":"claude-opus-4-6","input_tokens":5000,"output_tokens":1000}'

# Agent leaderboard
curl /api/tracker/leaderboard

Models Covered

Provider Models Price Range (Input $/MTok)
Anthropic Opus 4.6, Sonnet 4.5, Haiku 4.5 $1 โ€” $5
OpenAI GPT-5.2, GPT-4.1, o3, o4-mini $0.1 โ€” $2
Google Gemini 2.5 Pro, 2.5 Flash, 2.0 Flash $0.1 โ€” $1.25
DeepSeek V3, R1 $0.3 โ€” $0.7
Zhipu GLM-5, GLM-5 Code, GLM-4.7 $0.07 โ€” $1.2
MiniMax M2.1 $0.3
Moonshot Kimi K2, Kimi K2.5 $0.6
Alibaba Qwen3-Max, QwQ-Plus $0.8 โ€” $1.2

Project Structure

ohmytoken/
โ”œโ”€โ”€ src/
โ”‚   โ”œโ”€โ”€ client/          # React SPA (bilingual, light theme)
โ”‚   โ”‚   โ”œโ”€โ”€ components/  # PriceTable, Calculator, Timeline, AgentDashboard, ...
โ”‚   โ”‚   โ”œโ”€โ”€ i18n.ts      # zh/en translations, RMB/USD conversion
โ”‚   โ”‚   โ””โ”€โ”€ styles.css   # Light theme with glass morphism
โ”‚   โ”œโ”€โ”€ server/          # Express API server (port 18090)
โ”‚   โ”œโ”€โ”€ mcp/
โ”‚   โ”‚   โ”œโ”€โ”€ index.ts     # Price intelligence MCP server
โ”‚   โ”‚   โ””โ”€โ”€ tracker.ts   # Token consumption tracker MCP server
โ”‚   โ””โ”€โ”€ shared/          # Types, data, tracker storage
โ”œโ”€โ”€ docs/                # GitHub Pages static build
โ”œโ”€โ”€ public/              # Static assets (index.html, agents.txt)
โ””โ”€โ”€ build.js             # esbuild bundler

License

MIT

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