Complete Cost Management for
AI-Powered Software
Track |
Finance Integration
Xero • QuickBooks
Real-time Analytics
Instant insights
Manage every API cost in one place
For Developers
One-line integration, all providers
For Finance
Budget control, client billing, GL integration
LLM/API cost management = No LLM/API cost surprises
Free during beta period. No credit card required.
Privacy First
Only usage data (no prompts or responses)
Smart Alerts
Budget limits
Manage costs for every API in one place. We track price changes so you don't have to.
Track All Costs
Unified dashboard for every vendor, always up to date with token pricing.
One-Line Integration
Add a single line of code and instantly manage spend across your stack.
Privacy First
We only see usage counts—never your prompts or responses.
Cost management for every API
Stop being surprised by your API costs.
Cross-Vendor Tracking
LLMs, speech, embeddings—one dashboard for all API vendors.
Instant Integration
Use API clients the way you already do. One line of integration and start measuring spend instantly.
Keep Data Private
Usage numbers only—your prompts stay yours.
How it works
import os
from aicostmanager import Tracker, Vendor
import openai
# Create OpenAI client
client = openai.OpenAI(
# This is the default and can be omitted
api_key=os.environ.get("OPENAI_API_KEY"),
)
# Wrap with AICostManager tracking
tracked_client = Tracker(
client,
provider=Vendor.OPENAI,
# This is the default and can be omitted
api_key=os.environ.get("AICOSTMANAGER_API_KEY"),
debug=True
)
# Use exactly as before - zero changes to your API calls
response = tracked_client.chat.completions.create(
model="gpt-4o-mini",
messages=[{"role": "user", "content": "Hello!"}]
)
# Usage automatically logged as structured JSON
Python SDK
One-line integration with your existing LLM or API code. Just wrap your client and start tracking costs automatically.
Installation:
pip install aicostmanager
Wrap your existing OpenAI, Anthropic, or other LLM clients with zero code changes to your API calls.
Complete documentation, examples, and support for all major LLM providers available on GitHub.
Enjoy complete cost management for your LLM and API usage.
"I get cost tracking from LangChain/etc..."
Cost tracking ≠ Cost management.
Here are the problems with free cost tracking:
Not Just LLM Costs
LLM costs are only part of the picture.
LangChain and others provide free cost tracking for LLM tokens, but not for the other API costs you have.
✓ Avoid end-of-month manual reconciliation for API costs. Manage all of them in one place
Different Business Models
LangChain is not interested in your reducing costs.
LangChain's business model depends on collecting your AI interactions to sell you other services. We don't store prompts—just costs.
✓ Avoid cost surprises with full cost management and not just "free" cost tracking
Management vs. Monitoring
They track, we control & optimize
Cost tracking shows what happened. Cost management prevents surprises and automates financial processes.
✓ Budget enforcement, client billing, accounting automation
Join other teams who chose control over just tracking
MCP Support from Day One
Give your AI agents financial superpowers with native MCP (Model Context Protocol) integration.

AI Agents with Financial Intelligence
MCP server included with every account. Compatible with Claude Desktop and custom AI agents.
Stop AI costs from becoming CFO surprises
Sign up today to prevent cost overruns, automate client billing, and give AI agents financial superpowers.
No credit card required - 10K cost events free every month. MCP server included.
Monitor • Alert • Optimize