AI Agent Cost Control Tools
Quantify runaway agent spend, generate enforceable budget policy, govern MCP tools, and grade your economic firewall readiness before autonomous agents hit production scale.
LLM Cost Dashboard Checklist
Track token cost, latency, model spend, agent attribution, MCP tools, and budget enforcement gaps.
Open toolLLM Cost Monitoring Guide
Compare dashboards, alerts, budget policy, routing, revocation, and request-path enforcement.
Open toolAI Agent ROI Calculator
Estimate ghost spend, loop waste, payback period, and ROI from request-path budget enforcement.
Open toolRunaway Agent Cost Calculator
Model loop duration, paid call velocity, sub-agent fanout, and monthly exposure before detection.
Open toolAI Agent Runaway Spend Benchmark
Original benchmark scenarios for agent loops, MCP retry storms, fanout, detection delay, and avoided spend.
Open toolAI Agent Runaway Spend Index
Track monthly modeled runaway spend exposure, MCP tool cost failures, fanout risk, and avoided cost from request-path controls.
Open toolOpenAI API Budget Limit Generator
Generate daily, session, per-request, model-routing, revocation, and audit policy for OpenAI API calls.
Open toolMCP Tool Cost Policy Generator
Create per-tool budgets, prices, risk tiers, revocation behavior, and audit fields for MCP agents.
Open toolEconomic Firewall Readiness Grader
Score readiness across identity, budgets, MCP tools, revocation, delegation, audit, routing, and paid-rail context.
Open toolAgent API Key Risk Assessment
Score static API key risk across scope, budget, expiry, revocation, delegation, and audit gaps for autonomous agents.
Open toolL402 API Pricing Calculator
Estimate per-request paid-agent pricing, gross margin, paid demand, and Lightning sats per API request.
Open toolSEO Distribution Kit
Launch copy, social snippets, and backlink targets for distributing SatGate cost-control tools and data assets.
Open toolRevocable Capability Token Policy Template
Generate scoped, expiring, revocable capability-token policy for agents, sub-agents, MCP tools, budgets, and audit.
Open toolAgent Spend Policy Template
Generate copyable YAML and JSON policy for budgets, MCP tool costs, delegation, revocation, and audit fields.
Open toolMCP Proxy Config Generator
Generate MCP proxy config for Cursor, Claude Desktop, Claude Code, OpenClaw, and custom clients.
Open toolMeasure
Start with calculators to estimate ghost spend, runaway loop exposure, and payback period.
Generate
Turn risk models into concrete OpenAI and MCP budget policies your control plane can enforce.
Govern
Use readiness scoring to prioritize identity, revocation, audit, routing, and paid-rail governance gaps.
Turn this into an enforceable SatGate policy
Export the calculator result or generated policy, then have SatGate review the budget model, MCP tool costs, credential scope, and enforcement path with your team.
Export
Save the YAML, JSON, CSV, benchmark data, or calculator output your team already generated.
Send for review
Share your policy with SatGate and get feedback on budgets, revocation, audit fields, and rollout risk.
Enforce
Convert the model into request-path controls for agents, MCP tools, model routes, and paid API access.
AI agent cost control tools FAQ
What are AI agent cost control tools?
They quantify autonomous agent spend risk, model runaway loops, generate enforceable budget policy, and assess whether economic controls can stop expensive requests before execution.
Which SatGate tool should I start with?
Start with the AI Agent ROI Calculator if you need a business case, the Runaway Agent Cost Calculator if you need incident exposure, the OpenAI or MCP policy generators if you need enforceable policy, and the Economic Firewall Readiness Grader if you need a gap assessment.
How do these tools relate to an economic firewall?
The calculators quantify economic risk. The policy generators turn that risk into budget, routing, revocation, and audit controls. SatGate enforces those controls in the request path as an economic firewall for AI agents.