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LLM Abacus

R0· no sign-in

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

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust75of 100
Uptime, 30 days96%
Latency p50641 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "pricing": {
      "type": "http",
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
claude mcp add --transport http pricing https://llmabacus.com/api/mcp
[mcp_servers.pricing]
url = "https://llmabacus.com/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "pricing": {
      "type": "remote",
      "url": "https://llmabacus.com/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "pricing": {
      "type": "http",
      "url": "https://llmabacus.com/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=pricing&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbGxtYWJhY3VzLmNvbS9hcGkvbWNwIn0%3D"
}
{
  "servers": {
    "pricing": {
      "type": "http",
      "url": "https://llmabacus.com/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "pricing": {
      "httpUrl": "https://llmabacus.com/api/mcp"
    }
  }
}
extensions:
  "pricing":
    enabled: true
    name: "pricing"
    type: streamable_http
    uri: "https://llmabacus.com/api/mcp"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations2 of 2 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 360 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

2 tools, about 360 tokens to load them all · tool set 64d07703defc · checked 2026-10-20 17:34 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 75 / 100

no-repository
provenance55
liveness98
freshness65
hygiene80

+dns-namespace +website +reachable +uptime-96% ~updated-92d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://llmabacus.com/api/mcp streamable-httpnoneyes96%641 ms2025-11-252026-10-20

Tools (2)

estimate_costread-only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_priceread-only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)。

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.llmabacus/pricing",
  "title": "LLM Abacus",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://llmabacus.com/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://llmabacus.com",
  "description": "Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from tokens. EN/zh."
}