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.
AI 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 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 L402 payments.
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 Charge/L402 gaps.
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 tool should I start with?
Use the ROI calculator for the business case, the runaway spend calculator for incident exposure, the OpenAI and MCP generators for policy, and the readiness grader for governance gaps.
How do these connect to an economic firewall?
The tools produce risk estimates and policy inputs. SatGate enforces those budgets, capabilities, revocation rules, audit requirements, and payment controls in the request path.