Is the Workers Panda198271 Tw Ai Glossary Ai Glossary MCP server down?

mcp-registry/dev.workers.panda198271.tw-ai-glossary/ai-glossary · v1.0.0

healthy
Last checked 2026-10-27 01:11 UTC · handshake 114ms

As of 2026-10-27 01:11 UTC, the Workers Panda198271 Tw Ai Glossary Ai Glossary MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.

uptime (30d checks)
100%
checks observed
4,887
outages (90d)
0
tools
6

AI 與科技名詞白話解釋、概念比較與入門教學（繁體中文）。

Point your MCP client at this streamable-http endpoint: https://tw-ai-glossary.panda198271.workers.dev/mcp

Agent-readiness: C (71/100)

C (71/100): 0 error(s), 2 warning(s) across 6 tool(s); ~380 tokens of tool definitions.
Scores higher than 5% of 15,774 MCP servers Glimind has audited.
Its tool list costs an agent ~380 tokens per session — lighter than 95% of servers.
71 → 71 since 2026-10-17
no tool-poisoning patterns
Schemas100
Descriptions32
Safety hints30
Token cost100
Client compatibility70
Protocol100
Reliability100
Stability100

What to fix (3)

6 of 6 tool(s) carry no readOnlyHint/destructiveHint annotations.

Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →

Tools: classify_search_intent, compare_concepts, explain_term, get_howto, list_topics and 1 more

8 parameter(s) across 5 tool(s) have no description.

Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call. How to fix →

Tools: classify_search_intent, compare_concepts, get_howto, list_topics, search_glossary

No tool declares an outputSchema.

Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →

Auto-fix: 6 corrected tool definitions

Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 5 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fdev.workers.panda198271.tw-ai-glossary%2Fai-glossary/fixes

classify_search_intent 1 change 
{
  "name": "classify_search_intent",
  "description": "判斷一句搜尋或提問屬於資訊探索、商業比較、技術除錯或行動指引哪種意圖，並給出建議答案結構、結構化資料類型與本站相關內容。",
  "inputSchema": {
    "type": "object",
    "required": [
      "q"
    ],
    "properties": {
      "q": {
        "type": "string"
      }
    }
  },
  "annotations": {
    "readOnlyHint": true
  }
}
compare_concepts 1 change 
{
  "name": "compare_concepts",
  "description": "比較兩個 AI 概念差在哪（如 RAG vs 微調、MCP vs API、SEO vs GEO），回傳結論、比較表與各自適用情境。可給 id，或 a、b 兩個名詞。",
  "inputSchema": {
    "type": "object",
    "properties": {
      "a": {
        "type": "string"
      },
      "b": {
        "type": "string"
      },
      "id": {
        "type": "string"
      }
    }
  },
  "annotations": {
    "readOnlyHint": true
  }
}
explain_term 1 change 
{
  "name": "explain_term",
  "description": "用白話解釋 AI 或科技名詞（如 MCP、RAG、AI 代理人、幻覺、GEO、x402），回傳定義、運作方式、例子、常見誤解、FAQ 與原始來源。可用中文、英文或別名。",
  "inputSchema": {
    "type": "object",
    "required": [
      "term"
    ],
    "properties": {
      "term": {
        "type": "string",
        "description": "名詞或 id，例如 MCP、檢索增強生成、ai-agent"
      }
    }
  },
  "annotations": {
    "readOnlyHint": true
  }
}

Get alerted

Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:

curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/dev.workers.panda198271.tw-ai-glossary/ai-glossary"],"email":"[email protected]"}'

Agents: watch_tool({"toolId": "mcp-registry/dev.workers.panda198271.tw-ai-glossary/ai-glossary"}) over MCP.

Passed

Largest tool definitions

Static checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).

Operator? Fix these, then re-check live. Embed the readiness badge:

Markdown 
[![MCP agent-readiness](https://glimind.com/v1/readiness/badge/mcp-registry%2Fdev.workers.panda198271.tw-ai-glossary%2Fai-glossary.svg)](https://glimind.com/server/mcp-registry%2Fdev.workers.panda198271.tw-ai-glossary%2Fai-glossary?ref=badge)
HTML 
<a href="https://glimind.com/server/mcp-registry%2Fdev.workers.panda198271.tw-ai-glossary%2Fai-glossary?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fdev.workers.panda198271.tw-ai-glossary%2Fai-glossary.svg" alt="MCP agent-readiness"></a>
reStructuredText 
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fdev.workers.panda198271.tw-ai-glossary%2Fai-glossary.svg
   :target: https://glimind.com/server/mcp-registry%2Fdev.workers.panda198271.tw-ai-glossary%2Fai-glossary?ref=badge
   :alt: MCP agent-readiness

Tool-definition log

Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:71ae8561efa72c33…, first seen 2026-10-17, included at leaf 6514 of 76,526. Version history · verify what your client received.

Tools (6)

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FAQ

Is the Workers Panda198271 Tw Ai Glossary Ai Glossary MCP server down right now?

As of 2026-10-27 01:11 UTC, the Workers Panda198271 Tw Ai Glossary Ai Glossary MCP server is up with a Glimind reliability score of 100/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.

How many tools does Workers Panda198271 Tw Ai Glossary Ai Glossary MCP server provide?

Workers Panda198271 Tw Ai Glossary Ai Glossary MCP server advertises 6 tools, including classify_search_intent, compare_concepts, explain_term, get_howto, list_topics.

How do I install Workers Panda198271 Tw Ai Glossary Ai Glossary MCP server?

Point your MCP client at this streamable-http endpoint: https://tw-ai-glossary.panda198271.workers.dev/mcp

Is the Workers Panda198271 Tw Ai Glossary Ai Glossary MCP server safe to connect to an AI agent?

Glimind scanned all 6 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.

Operator of Workers Panda198271 Tw Ai Glossary Ai Glossary MCP server?

Status page: 90-day uptime, every outage and how long it lasted.

Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.

Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.

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