The real catalog of tools for AI agents

Exact expected-cost diagnostic policies for caller-supplied finite deterministic fault models.

Read Inventory Planner forecasts, replenishment and purchase orders; create draft purchase orders.

Real-time cost awareness for MCP agent workflows

Critical Path Method scheduling and lock-aware parallel cohorts for MCP agents.

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

Local-first LLM cost analysis and model-switch savings estimates for AI agents.

Select a replenishment quantity

AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan any business

LLM serving capacity planner: VRAM, KV cache, GPU topology, latency, and cost.

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

Verified CBI/RBI data + Mirabello Freedom Compass origin-aware migration planner. 96 programmes.

MCP simulator for dairy barn cooling: evaluate equipment, roof and weather on heat, water and milk.

Batch PyPI wheel filenames and reported metadata; no downloads or compatibility checks.

Ecommerce sourcing, inspection and fulfillment planning. Base-cost estimates; no private data.

Retirement planning on your own machine: projections, Monte Carlo, scenarios, budgets, plan edits.

Size-aware exit cost, depeg risk & liquidity fragility for a Base token (x402, testnet).

Takes a business process apart and says what to automate first. Eight questions free, 43 paid.

Free MCP, API auth, webhook and schema diagnostics with bounded checks and safe quote routing.

Goal and task planning MCP for Codex and AI agents, with evidence-backed completion.

Cloudflare Workers MCP server: ai-cost-optimizer