LLM Abacus is answering right now. Last checked 5 min ago. It exposes 2 tools.
Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from tokens. EN/zh.
Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 20 August 2026. No other catalogue keeps this.
Today is the operative word: we check LLM Abacus every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 5 min ago.
claude mcp add pricing --transport http https://llmabacus.com/api/mcp
{
"mcpServers": {
"pricing": {
"url": "https://llmabacus.com/api/mcp"
}
}
}
[mcp_servers.pricing]
url = "https://llmabacus.com/api/mcp"
{
"mcpServers": {
"pricing": {
"url": "https://llmabacus.com/api/mcp"
}
}
}
{
"mcpServers": {
"pricing": {
"url": "https://llmabacus.com/api/mcp"
}
}
}
Read directly from the server with tools/list, grouped by what they act on.
If a tool disappears, we record the date.
estimate_cost
query_model_price
| URL | Transport | State | Latency | Checked |
|---|---|---|---|---|
| https://llmabacus.com/api/mcp | streamable-http | answering | 840 ms | 5 min ago |
Compare LLM API pricing, estimate workload costs, and benchmark cloud compute. By OptimNow.
Analyze LLM API costs: token waste detection, caching savings estimates, model comparison
Cut LLM token costs: count tokens, estimate cost, slim prompts, and pick the cheapest capable model.
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
Create AWS cost estimates and shareable AWS Pricing Calculator URLs.
Pre-execution cost estimation for LLM agent workflows with calibration learning
Free AI models and per-token prices across API gateways. Search, compare, estimate cost. Read-only.
Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.
Answers built from our own checks of this server.