>FinOps for AI agent stacks

Know where your
AI tokens actually go

Connect your LLM providers in 2 clicks. See cost per agent, per model, per task. Stop overpaying — start optimizing.

Start free →See how it works
Avg savings found
28%
of total AI spend
Setup time
2min
paste API key → done
Providers supported
6
OpenAI · Anthropic · Google · +3
Price to start
$0
free up to $1K/mo tracked
The problem

You're spending $10K/mo on AI agents. Do you know where it goes?

001
Zero visibility
Three LLM providers. Five billing dashboards. Zero unified view. You're flying blind on your fastest-growing cost center.
002
No attribution
Which agent is burning through tokens? Which task costs $2 that should cost $0.05? You literally cannot answer these questions today.
003
~28% waste
Your agents use GPT-4o where Haiku would do. Idle agents. Duplicate requests. Uncached prompts. That's real money, leaking.
004
Bill shock
One runaway agent. One infinite loop. $10K overnight. No alerts, no limits, no governance. Just a surprise invoice.
What you get

Everything you need to own
your AI spending

⌘
Unified cost dashboard
All providers, all agents, one screen. Real-time cost tracking with breakdown by model, task, and agent.
→ Available now
⊕
Agent-level attribution
Tag your agents. See exactly what each one costs. Find the agent that's 10× more expensive than it should be.
→ Available now
△
Smart alerts
Set budget thresholds. Get notified before you overspend, not after. Daily, weekly, or per-agent limits.
→ Available now
◈
Model recommendations
"Switch agent X from GPT-4o to Claude Haiku — save 73% at <2% quality loss." Backed by your actual usage data.
→ Available now
⟐
Waste detection
Idle agents. Duplicate requests. Uncached prompts. We find the waste automatically and quantify the savings.
→ Coming soon
⬡
Team governance
Invite your team. Assign roles. Set spending policies per agent. Export reports for your CFO.
→ Available now
Built for agents, not just humans

Your agents connect themselves.
Via API or MCP server.

// claude_desktop_config.json
{
  "mcpServers": {
    "agentcostpilot": {
      "url": "https://mcp.agentcostpilot.com",
      "headers": {
        "Authorization": "Bearer acp_sk_..."
      }
    }
  }
}

// Your agent can now:
// → Report its own token usage
// → Check remaining budget before expensive calls
// → Get model recommendations in real-time
// → Self-throttle when approaching limits
⟁
MCP Server
Any MCP-compatible agent (Claude, GPT, Gemini) connects in 30 seconds. Standard Model Context Protocol — no custom SDK needed.
⌗
REST API
Simple REST endpoints for any framework. LangChain, CrewAI, AutoGen, custom agents — POST usage, GET budget, GET recommendations.
◉
Self-governing agents
Agents check their budget before making expensive API calls. Auto-downgrade to cheaper models when budget is low. No human intervention.
⊘
Kill switch
Set hard limits. When an agent hits its budget, the API returns a block signal. No more $10K surprise overnight bills.
How it works

Three steps. Two minutes.
Full visibility.

01
Connect your providers
Paste your OpenAI or Anthropic API key. We pull your usage data automatically. Read-only access — we never make API calls on your behalf.
Settings → Providers → + Add → paste key → done
02
See where money goes
Instant dashboard: cost by agent, by model, by task. Trends, anomalies, top spenders. Updated every hour.
Dashboard → Cost Overview → filter by agent → drill down
03
Optimize and save
Get actionable recommendations: switch models, cache prompts, kill idle agents. Set budgets and alerts. Sleep well.
Optimize → "Switch to Haiku" → save $412/mo → apply
Your journey

From signup to savings
in under 5 minutes

1
Sign up free
Email or Google OAuth. No credit card required.
2
Connect provider
Paste your OpenAI or Anthropic API key.
3
See your costs
Dashboard populates automatically within minutes.
4
Get recommendations
AI analyzes your usage and finds savings.
5
Upgrade when ready
Free forever under $1K/mo. Upgrade for more.
Pricing

Pay less than you save

Free
$0
For solo devs exploring AI agents
  • → Up to $1K/mo tracked
  • → 1 provider
  • → 5 agents
  • → 7-day data retention
  • → 1 alert rule
Most popular
Pro
$99/mo
For teams shipping AI products
  • → Up to $10K/mo tracked
  • → 3 providers
  • → 25 agents
  • → 30-day retention
  • → 10 alert rules
  • → Advanced recommendations
  • → 5 team members
Business
$299/mo
For scaling AI operations
  • → Up to $100K/mo tracked
  • → Unlimited providers
  • → 100 agents
  • → 90-day retention
  • → Unlimited alerts
  • → Auto-optimization
  • → 25 team members
  • → API access
Enterprise
$999+/mo
For large-scale AI deployments
  • → Unlimited everything
  • → 1-year retention
  • → SSO (SAML)
  • → Custom integrations
  • → Dedicated support
  • → SLA guarantee
  • → 5% auto-savings fee
LANGCHAINCREWAIAUTOGENLLAMAINDEXOPENAIANTHROPIC
“We were spending $8K/mo on AI agents and had no idea which ones were actually worth it. AgentCostPilot paid for itself in the first week.”
— Early beta user, AI startup founder

Stop guessing.
Start optimizing.

Free forever for teams spending under $1K/mo on AI.

No credit card required · 2-minute setup · Cancel anytime