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8 clients · secrets stay placeholders

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{
  "mcpServers": {
    "aitools": {
      "type": "http",
      "url": "https://aitools.penguindriver.com/mcp"
    }
  }
}

claude mcp add --transport http aitools https://aitools.penguindriver.com/mcp

[mcp_servers.aitools]
url = "https://aitools.penguindriver.com/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aitools": {
      "type": "remote",
      "url": "https://aitools.penguindriver.com/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "aitools": {
      "type": "http",
      "url": "https://aitools.penguindriver.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aitools&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWl0b29scy5wZW5ndWluZHJpdmVyLmNvbS9tY3AifQ%3D%3D"
}

{
  "servers": {
    "aitools": {
      "type": "http",
      "url": "https://aitools.penguindriver.com/mcp"
    }
  }
}

{
  "mcpServers": {
    "aitools": {
      "httpUrl": "https://aitools.penguindriver.com/mcp"
    }
  }
}

extensions:
  "aitools":
    enabled: true
    name: "aitools"
    type: streamable_http
    uri: "https://aitools.penguindriver.com/mcp"
    timeout: 300

Quality 79 / 100good

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 hygiene71 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: compare_ai_subscriptions (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_ai_api_pricing (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); compare_agent_platforms (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 299 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

5 tools, about 299 tokens to load them all · tool set f4fa6f568089 · checked 2026-10-20 10:03 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 83 / 100

no-repository

provenance55

liveness100

freshness100

hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-22d-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

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://aitools.penguindriver.com/mcp` streamable-http	none	yes	100%	187 ms	2025-11-25	2026-10-20

Tools (5)

`compare_agent_platforms`	比較 AI 代理工作流平台（n8n、Make、Zapier、Dify、Coze、Copilot Studio、Agent SDK）：自架、價格、MCP 支援、繁中介面；也回傳台灣可用的自主 AI 助理。
`compare_ai_subscriptions`	比較 ChatGPT、Claude、Google AI（Gemini／NotebookLM）、Perplexity、Microsoft 365 Copilot 等 AI 訂閱方案在台灣的新台幣價格與功能，附官方出處。
`estimate_ai_api_cost_twd`	估算使用某個 AI 模型 API 的花費（美元與新台幣）。文字模型給 input_tokens／output_tokens，繪圖給 images，影片給 seconds，語音給 characters。
`get_ai_api_pricing`	查詢 AI API 官方價格（文字模型每百萬 tokens、繪圖每張、影片每秒、語音），並換算新台幣。
`get_taiwan_ai_guidance`	台灣專題：notebooklm（團隊協作與額度）、gemini（台灣價格、學生優惠）、deepseek（政府禁令與企業合規部署）。

Schemas: list_tools.

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Official server.json

{
  "name": "com.penguindriver/aitools",
  "title": "台灣 AI 工具價格",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://aitools.penguindriver.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://aitools.penguindriver.com",
  "description": "台灣 AI 工具價格：AI 訂閱與 API 費用換算新台幣。台灣繁體中文 MCP 工具。"
}