ZBS Index What actually exists in applied AI, with the source next to it

mcp server

LLM Abacus

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

Description as published by the maintainer. Source

  • version 1.0.0
  • active

active — Registry entry last updated 2026-07-21.

What this server can do

2 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

estimate_cost(model, text_or_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。 Required: model, text_or_tokens.
query_model_price(model)
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)。 Required: model.

Last successful function declaration observed on . Source: https://llmabacus.com/api/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://llmabacus.com/api/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 1.0.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-21 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-21 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 2 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe llmabacus.com
mcp endpoint status ok The server listed 2 functions when asked. as of probe llmabacus.com

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://llmabacus.com/api/mcp — llmabacus.com, observed , trust tier 4.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.