mcpbeat

LLM Abacus MCP Server

com.llmabacus/pricing
answering

LLM Abacus is answering right now. Last checked 9 min ago. It exposes 2 tools.

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

Uptime history 40 hours of history
40 hours agonow
100.0%
Uptime 24h
91 of 91 checks
2
Tools
read from the server
637 ms
Response time
average over 24h
open, no key
Access
streamable-http

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 9 min ago.

run in your terminal
claude mcp add pricing --transport http https://llmabacus.com/api/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "pricing": {
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.pricing]
url = "https://llmabacus.com/api/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "pricing": {
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "pricing": {
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}

Available tools 2

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

estimate
estimate_cost
评估给定文本或 Tokens 数量在指定模型上的 API 输入和缓存调用成本（人民币 ¥ 计费）。
model
query_model_price
查询指定大模型（如 GPT-5, Claude, DeepSeek）的最新 API 输入、输出和缓存输入单价（单位：每百万 tokens）。

Endpoints

URLTransportStateLatencyChecked
https://llmabacus.com/api/mcp streamable-http answering 589 ms 9 min ago

LLM Abacus — questions

Answers built from our own checks of this server.

What can LLM Abacus do?
It exposes 2 tools, read directly from the server on our last check. Among them: estimate_cost, query_model_price. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is LLM Abacus working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 637 ms. The bar chart above shows every period we have measured.
How do I connect LLM Abacus?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does LLM Abacus need an API key?
No. LLM Abacus completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 2 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is LLM Abacus?
It answers our handshake in 637 ms on average, which is faster than 14% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.