theagentplane/tokenops

AgentBudget is the ulimit for AI agents. Just like Unix systems have ulimit to prevent a single process from consuming all system resources, AgentBudget prevents a single agent session from consuming your entire AI budget.

AI Initiative Ledger — local spend meter and budget gate for AI tasks. Meters every vendor leg (LLM, speech, telephony, search, tools), hard-stops before the ceiling. MIT, no account.

Real-time guardrail that shows token spend & kills runaway LLM/agent loops.

Token Efficiency For AI Agents

Best AI API Cost Tracker & Token Usage Monitor for Developers 2026

Mirror of https://git.getbusbar.dev/GetBusbar/busbar. Read-only; contribute on Forgejo. The execution control plane for AI agents. Govern every model request, MCP tool call, A2A delegation, and downstream action—while keeping your native protocols intact: six native LLM protocols in, six native LLM protocols out.

Guardrail capabilities for Pydantic AI — cost tracking, prompt injection detection, PII filtering, secret redaction, tool permissions, and async guardrails. Built on pydantic-ai's native capabilities API.

Companion intelligence for autonomous agents with real-time supervision, escalation, and human approval loops.

Clyro is a governance platform for AI agents. While most tools let you watch agents fail, Clyro stops failures before they happen, catching infinite loops, runaway costs, and policy violations in real time.