Multi-Agent Token Cost Calculator
Calculate multi-agent LLM token costs across Gemini 2.5, Claude 3.5, and GPT-4o with turn multipliers, infinite loop risk, and budget protection savings.
High-precision B2B engineering calculators, standards-compliant schema builders, and GEO crawlability auditors. Zero tokens required, zero API keys leaked, 100% deterministic execution.
Calculate multi-agent LLM token costs across Gemini 2.5, Claude 3.5, and GPT-4o with turn multipliers, infinite loop risk, and budget protection savings.
Generate standards-compliant /llms.txt and /llms-full.txt files to index your documentation, APIs, and products for Perplexity, OpenAI, and Claude.
Compute net annual dollar savings, monthly reclaimed engineering hours, and exact payback period when replacing manual workflows with AI agents.
Visually build and export production-ready tool schemas for Google Gemini (@google/genai), Anthropic Claude, and OpenAI function calling.
Configure granular crawler policies for GPTBot, ClaudeBot, PerplexityBot, and CCBot to optimize AI citations while protecting private routes.
Generate hardened, XML-tagged enterprise system prompts with role definition, governance escalation gates, and strict output contracts.
Audit any web page for AI search engine crawlability, semantic HTML tags, heading hierarchy, and structured JSON-LD data.
Create Google Rich Result and GEO-compliant JSON-LD schemas for SoftwareApplication and FAQPage with Next.js code snippets.
Need to automate multi-agent workflows across your company without runaway token invoices or rogue mutations? CadreGPT provides two-phase credit metering, sandboxed tool dispatch, and deterministic approval gates.