台灣 AI 工具價格
REMOTE · TW-AI-TOOLS.PANDA198271.WORKERS.DEV · SCANNED SEP 29
主流 AI 工具與 API 價格（美元與新台幣），可估算 API 使用成本。
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security46
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 5 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement. View diagnostics → Unverified
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability70
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 411 tokens (~82/item across 5 items; 5 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management7
- Stability observed for 2 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage70
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 9% of tool parameters carry a description.Partial
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 5 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 6 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
How do I install the 台灣 AI 工具價格 MCP server?
台灣 AI 工具價格 is a hosted endpoint at https://tw-ai-tools.panda198271.workers.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · tw-ai-tools.panda198271.workers.dev
claude mcp add --transport http dev-workers-panda198271-tw-ai-tools-ai-tools 'https://tw-ai-tools.panda198271.workers.dev/mcp'
{
"mcpServers": {
"dev-workers-panda198271-tw-ai-tools-ai-tools": {
"url": "https://tw-ai-tools.panda198271.workers.dev/mcp"
}
}
} {
"servers": {
"dev-workers-panda198271-tw-ai-tools-ai-tools": {
"type": "http",
"url": "https://tw-ai-tools.panda198271.workers.dev/mcp"
}
}
} [mcp_servers.dev-workers-panda198271-tw-ai-tools-ai-tools] url = "https://tw-ai-tools.panda198271.workers.dev/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"dev-workers-panda198271-tw-ai-tools-ai-tools": {
"type": "remote",
"url": "https://tw-ai-tools.panda198271.workers.dev/mcp",
"enabled": true
}
}
} openclaw mcp add dev-workers-panda198271-tw-ai-tools-ai-tools --url 'https://tw-ai-tools.panda198271.workers.dev/mcp' --transport streamable-http
mcp_servers:
dev-workers-panda198271-tw-ai-tools-ai-tools:
url: "https://tw-ai-tools.panda198271.workers.dev/mcp" {
"McpServers": {
"dev-workers-panda198271-tw-ai-tools-ai-tools": {
"Transport": "http",
"Url": "https://tw-ai-tools.panda198271.workers.dev/mcp"
}
}
} assistant mcp add dev-workers-panda198271-tw-ai-tools-ai-tools -t streamable-http -u 'https://tw-ai-tools.panda198271.workers.dev/mcp'
{
"mcpServers": {
"dev-workers-panda198271-tw-ai-tools-ai-tools": {
"type": "http",
"url": "https://tw-ai-tools.panda198271.workers.dev/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 29 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 27 Sept 26 57
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 29 Sept 2026 · Probed https://tw-ai-tools.panda198271.workers.dev/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=panda198271.workers.dev | CN=YE1,O=Let's Encrypt,C=US | 22 Sept 2026 | 21 Dec 2026 | ECDSA 256 | ECDSA-SHA384 | 5bbcb25f1d1bfa495763ce4622cedd234cf |
| SANs: *.panda198271.workers.dev, panda198271.workers.dev | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of tw-ai-tools.panda198271.workers.dev. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| dev. | present | 60074 | 8 | Verified |
| workers.dev. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://tw-ai-tools.panda198271.workers.dev/mcp | Verified | 200 | |
| http (plaintext) | http://tw-ai-tools.panda198271.workers.dev/mcp | Inconclusive | 405 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
compare_agent_platforms ~70
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。
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
compare_ai_subscriptions ~75
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。
| Name | Type | Req | Description |
|---|---|---|---|
| product | string | – | 產品名稱關鍵字，不填回傳全部 |
No output schema declared.
No examples provided.
estimate_ai_api_cost_twd ~109
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。
| Name | Type | Req | Description |
|---|---|---|---|
| cached_tokens | number | – | – |
| characters | number | – | – |
| images | number | – | – |
| input_tokens | number | – | – |
| model | string | yes | – |
| output_tokens | number | – | – |
| seconds | number | – | – |
No output schema declared.
No examples provided.
get_ai_api_pricing ~60
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。
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | – | – |
| vendor | string | – | – |
No output schema declared.
No examples provided.
get_taiwan_ai_guidance ~59
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）。
| Name | Type | Req | Description |
|---|---|---|---|
| topic | string | yes | – |
No output schema declared.
No examples provided.
What is the 台灣 AI 工具價格 MCP server?
台灣 AI 工具價格 is an MCP server listed in the public MCP registry as dev.workers.panda198271.tw-ai-tools/ai-tools. 主流 AI 工具與 API 價格（美元與新台幣），可估算 API 使用成本。 This page covers its hosted endpoint (https://tw-ai-tools.panda198271.workers.dev/mcp).
Is the 台灣 AI 工具價格 MCP server safe to use?
台灣 AI 工具價格 scores 58 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the 台灣 AI 工具價格 MCP server expose?
台灣 AI 工具價格 exposes 5 tools: compare_ai_subscriptions, get_ai_api_pricing, estimate_ai_api_cost_twd, compare_agent_platforms, get_taiwan_ai_guidance. Their descriptions and schemas cost roughly 373 tokens of context every time the server is loaded.
Does the 台灣 AI 工具價格 MCP server require authentication?
No. We connected to 台灣 AI 工具價格 without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the 台灣 AI 工具價格 MCP server still maintained?
台灣 AI 工具價格 is still listed as active in the MCP registry. We last reached this channel on 29 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.