The real catalog of tools for AI agents

Multi-model LLM token cost budget ledger and burn rate forecaster enforcing spending limits and earl

Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.

Token counting & multi-model LLM cost estimates: GPT-4o, Claude, Gemini, 25+. No API key.

Adaptive multi-tier TPM/RPM rate limiter with smooth leaky bucket queuing and burst wait estimation

Analyze LLM API costs: token waste detection, caching savings estimates, model comparison

Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.

Cut LLM token costs: count tokens, estimate cost, slim prompts, and pick the cheapest capable model.

AI agent token-cost telemetry + 429 prediction. Per-agent attribution, anomaly + routing + quota.

Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.

LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.

OpenAI's headline model fell from $30 to $2 per million input tokens since Jun 2023: 93% in.

Bidirectional in-memory sensitive vault and surrogate token masker protecting credentials in LLM pro

Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.

Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.

Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from tokens. EN/zh.

Track budgets from your AI chat: envelopes, monthly limits, variance reports. All data is local.

Static worst-case token-budget analysis for LLM-agent workflows + signed budget certificates.

Token entropy and n-gram perplexity analyzer auditing LLM outputs for degenerate repetition loops an

Qwen3.8-Max rates within 30 Arena points of Claude Opus 5.5 for 3.3× less per output token..

Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches your LLM.