Index / MCP servers / LLM Abacus

LLM Abacus MCP server

LLM Abacus is an MCP server with 2 tools an agent can call, among them estimate_cost, query_model_price. It answers at https://llmabacus.com/api/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 5 September 2026; the last check, on 18 October 2026, succeeded.

Status
Answering
Tools
2
Official
yes, served from llmabacus.com
Reliability
10 of 10 checks
Response time
718 ms
Transport
streamable HTTP
Last checked
18 October 2026

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

Description as the publisher wrote it.

The 2 tools LLM Abacus offers

ToolWhat it does
estimate_cost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
Inputs: model, text_or_tokens, time_band
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)。
Inputs: model

Add LLM Abacus to your AI client

Every block below points at https://llmabacus.com/api/mcp. Pick your client and copy.

Claude Code: one command in your terminal
claude mcp add --transport http llm-abacus https://llmabacus.com/api/mcp
Claude Desktop: claude_desktop_config.json
{
  "mcpServers": {
    "llm-abacus": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://llmabacus.com/api/mcp"]
    }
  }
}
Cursor: ~/.cursor/mcp.json, or .cursor/mcp.json in a project
{
  "mcpServers": {
    "llm-abacus": {
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
VS Code and GitHub Copilot: .vscode/mcp.json
{
  "servers": {
    "llm-abacus": {
      "type": "http",
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
Zed: Zed settings.json
{
  "context_servers": {
    "llm-abacus": {
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
Windsurf: ~/.codeium/mcp_config.json
{
  "mcpServers": {
    "llm-abacus": {
      "serverUrl": "https://llmabacus.com/api/mcp"
    }
  }
}
JetBrains AI Assistant: Settings, Tools, AI Assistant, MCP, New MCP Server, as JSON
{
  "mcpServers": {
    "llm-abacus": {
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
Continue: .continue/mcpServers/neuronto.yaml
name: LLM Abacus
version: 0.0.1
schema: v1
mcpServers:
  - name: LLM Abacus
    type: streamable-http
    url: https://llmabacus.com/api/mcp
Gemini CLI: ~/.gemini/settings.json
{
  "mcpServers": {
    "llm-abacus": {
      "httpUrl": "https://llmabacus.com/api/mcp"
    }
  }
}
Codex CLI: MCP server config
{
  "mcpServers": {
    "llm-abacus": {
      "type": "http",
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
Warp: MCP servers, + Add, paste JSON
{
  "mcpServers": {
    "llm-abacus": {
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
Goose: a one-click extension link
goose://extension?url=https%3A%2F%2Fllmabacus.com%2Fapi%2Fmcp&type=streamable_http&id=llm-abacus&name=LLM%20Abacus

Is LLM Abacus up right now?

It answered our last check on 18 October 2026 in 718 ms. Over 10 checks since 5 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.

MCP servers similar to LLM Abacus

Questions about LLM Abacus

Is there an official LLM Abacus MCP server?

Yes. It is published by llmabacus.com and served from llmabacus.com, the vendor's own domain: https://llmabacus.com/api/mcp.

How many tools does LLM Abacus have?

2, as returned by the server's own tools/list on 31 August 2026: estimate_cost, query_model_price.

Is LLM Abacus down?

It answered our last check on 18 October 2026 in 718 ms. Over 10 checks since 5 September 2026 it answered 10.

How do I add LLM Abacus to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://llmabacus.com/api/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.

Does LLM Abacus need an API key?

It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.

Where this comes from

Publisher: com.llmabacus. Endpoint host: llmabacus.com. ARD identifier: urn:air:com.llmabacus:mcp:pricing. First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page is inferred from its name. Ranking in Neuronto search is never for sale.

Is this your server? Get a message the day it stops answering or its tools change: monitoring, 14 days free. Or claim the domain to manage how it is listed.