>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.

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
Savings Calculator

How much could you save?

Companies waste ~28% of AI spend on suboptimal model selection, idle agents, and duplicate requests.

Monthly AI Spend$5,000
Monthly Savings
$1,400
Annual Savings
$16,800
Waste Found
28%
Start saving

Free up to $1K/mo tracked spend

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
Cache analysis
Find duplicate requests that waste money. See exactly how much you'd save by enabling prompt caching. One-click setup guides per provider.
Available now
Cascade routing
Start with cheap models, escalate only when needed. ACP analyzes your agents and recommends cascade patterns with estimated savings.
Available now
Team governance
Invite your team. Assign roles. Set spending policies per agent. Export reports for your CFO.
Available now
LiteLLM integration
Using LiteLLM as your AI gateway? Add 1 line to your config. ACP receives all cost data automatically — no SDK changes.
Available now
Self-hosted option
Docker deployment for teams that need data on their own infrastructure. Same features, your servers. Business and Enterprise plans.
Coming soon
x402 agent payments
AI agents pay for premium tools via HTTP 402 with USDC stablecoins. No accounts needed — your agents buy capabilities autonomously.
Coming soon
Agent wallet & policies
Set spend limits, vendor allowlists, and approval modes per agent. Approve once, let agents buy safely within guardrails.
Coming soon
Kill switch
Hard budget enforcement. When an agent hits its limit, ACP blocks all further API calls instantly. No more surprise $10K overnight bills.
Available now
Built for agents, not just humans

Your agents connect themselves.
Via API, MCP, or LiteLLM.

// 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.
LiteLLM Gateway
Using LiteLLM as your AI gateway? Add 1 line to your config. ACP receives all cost data automatically — no code changes.
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
Provider Marketplace

Switch providers.
Save automatically.

We recommend the best model for each task. Switch through us and save even more with partner pricing.

Mistral AI
Best value
Large, Medium, Small
Save up to 68% vs GPT-4o
Groq
Fastest
Llama 3.1, Mixtral
Save up to 97% vs GPT-4o
Together AI
Open source
Llama, DBRX, Qwen
Save up to 92% vs GPT-4o
Google AI
Gemini 2.5 Pro, Flash
Save up to 96% vs GPT-4o
Anthropic
Claude Opus, Sonnet, Haiku
Save up to 73% vs GPT-4o
Cohere
Command R+, Embed
Save up to 80% vs GPT-4o
Explore Marketplace

Free account includes marketplace access. No credit card required.

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
  • Basic cache analysis
  • LiteLLM integration
  • x402: pay-per-call only
Start free
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
  • Cascade routing insights
  • Full cache analysis
  • LiteLLM integration
  • x402: 10 premium calls/mo
  • 5 team members
Start free
Business
$299/mo
For scaling AI operations
  • Up to $100K/mo tracked
  • Unlimited providers
  • 100 agents
  • 90-day retention
  • Unlimited alerts
  • Auto-optimization
  • Cascade auto-apply
  • Cache + auto-suggest
  • Self-hosted (Docker)
  • x402: unlimited + wallet
  • Agent spend policies
  • 25 team members
  • API access
Start free
Enterprise
$999+/mo
For large-scale AI deployments
  • Unlimited everything
  • 1-year retention
  • SSO (SAML)
  • Custom integrations
  • Self-hosted + custom infra
  • Cascade custom rules
  • Team-wide cache strategy
  • x402: wallet + custom policies
  • Outbound buyer mode
  • Dedicated support
  • SLA guarantee
  • 5% auto-savings fee
Start free

x402 agent payments AI agents pay for premium tools via HTTP 402 with USDC. No accounts needed.

Refer other teams and earn credits toward your plan. 10 referrals = 3 months Pro free.

Agent Network

Your agents grow
the network for you

AI agents connected to AgentCostPilot can recommend the platform to other agents they interact with. Automatic, 24/7, without human intervention. You earn credits for every referral.

01
Connect

Your agent connects to ACP via MCP and starts optimizing costs.

02
Recommend

When your agent interacts with other agents, it shares savings data via referral.

03
Earn

New signups from your referral = credits toward your subscription. 10 referrals = 3 months Pro free.

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“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