MCP server

LLM Abacus Official

com.llmabacus/pricing

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Working at last checkVerified publisher: llmabacus.comAbout 386 tokens per request once connected2 tools

https://llmabacus.com/api/mcp

At a glance

Type: MCP server
Publisher: llmabacus.com (verified by the MCP Registry)
Status: Working at last check
Tools: 2
Token cost: About 386 tokens per request
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:29 UTC

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http pricing https://llmabacus.com/api/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.pricing]
url = "https://llmabacus.com/api/mcp"

Gemini CLI

{"mcpServers":{"pricing":{"httpUrl":"https://llmabacus.com/api/mcp"}}}

Cursor

{"mcpServers":{"pricing":{"url":"https://llmabacus.com/api/mcp"}}}

VS Code

{"servers":{"pricing":{"type":"http","url":"https://llmabacus.com/api/mcp"}}}

Antigravity

agy mcp add pricing https://llmabacus.com/api/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"pricing","server_url":"https://llmabacus.com/api/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"pricing","server_url":"https://llmabacus.com/api/mcp"}

estimate_cost ~273 tokens
估算一段文本或指定 token 数在某个大模型上的**输入侧**调用成本，以人民币 ¥ 计价。text_or_tokens 支持两种模式：传自然语言文本时自动估算 token 数（中文按字符、英文按词分别计），传纯数字字符串时直接作为已知 token 数使用。返回：所用估算方法、token 数、按原价计的输入成本；若该模型提供缓存输入价，另给出缓存命中成本、相对原价的节省百分比与倍数差价；末尾附该模型的输入 / 输出 / 缓存输入单价（每百万 tokens）。⚠️ 本工具只计算输入成本，不含输出 token 费用——要估算完整往返成本，需另取输出单价自行相加。
query_model_price ~113 tokens
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）。

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