Is the Workers Panda198271 Tw Real Voices Real Voices MCP server down?

mcp-registry/dev.workers.panda198271.tw-real-voices/real-voices · v1.0.0

healthy
Last checked 2026-10-26 17:38 UTC · handshake 167ms

As of 2026-10-26 17:38 UTC, the Workers Panda198271 Tw Real Voices Real Voices 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
4,809
outages (90d)
0
tools
5

熱門產品與主題的真人意見整理,標示 ChatGPT 公開前後的可信度。

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

Agent-readiness: D (67/100)

D (67/100): 0 error(s), 3 warning(s) across 5 tool(s); ~431 tokens of tool definitions.
Scores higher than 1% of 15,771 MCP servers Glimind has audited.
Its tool list costs an agent ~431 tokens per session — lighter than 95% of servers.
67 → 67 since 2026-10-17
no tool-poisoning patterns
Schemas100
Descriptions10
Safety hints30
Token cost100
Client compatibility70
Protocol100
Reliability100
Stability100

What to fix (4)

7 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: check_ai_text, get_taiwan_post, get_topic_opinions, list_taiwan_posts, search_human_opinions

5 of 5 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: check_ai_text, get_taiwan_post, get_topic_opinions, list_taiwan_posts, search_human_opinions

1 tool(s) have descriptions under 20 characters.

Say when to use the tool and what it returns, not just its name restated ("Get weather" → "Current weather for a city: temperature, conditions, wind. Use for 'now', not forecasts."). How to fix →

Tools: get_taiwan_post

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: 5 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-real-voices%2Freal-voices/fixes

check_ai_text 1 change
{
  "name": "check_ai_text",
  "description": "檢查一段文字的 AI 生成特徵(常用語、排版、個人經驗用語、句長一致性),回傳 0~1 分數。僅供參考。",
  "inputSchema": {
    "type": "object",
    "required": [
      "text"
    ],
    "properties": {
      "text": {
        "type": "string"
      }
    }
  },
  "annotations": {
    "readOnlyHint": true
  }
}
get_taiwan_post 1 change
{
  "name": "get_taiwan_post",
  "description": "取得一篇台灣真人心得全文與回覆。",
  "inputSchema": {
    "type": "object",
    "required": [
      "id"
    ],
    "properties": {
      "id": {
        "type": "string"
      }
    }
  },
  "annotations": {
    "readOnlyHint": true
  }
}
get_topic_opinions 1 change
{
  "name": "get_topic_opinions",
  "description": "取得熱門主題的真人意見整理。主題 slug:mechanical-keyboard(機械鍵盤)、laptop(筆電推薦)、headphones(耳機)、robot-vacuum(掃地機器人)、air-purifier(空氣清淨機)、dehumidifier(除濕機)、espresso-machine(咖啡機)、mattress(床墊)、smartphone(手機換機)、monitor(螢幕推薦)、cold-wallet(冷錢包)、crypto-exchange(加密貨幣交易所)、index-fund(指數型 ETF)、dividend-investing(存股與配息)、credit-card(信用卡回饋)、buy-vs-rent(買房還是租房)、remote-work(遠端工作)、learn-programming(自學程式)、career-change(轉職)、burnout(工作倦怠)、learn-english(學英文)、side-hustle(斜槓副業)、electric-scooter(電動機車)、ev-car(電動車)、japan-travel(日本自由行)、cheap-f",
  "inputSchema": {
    "type": "object",
    "required": [
      "topic"
    ],
    "properties": {
      "topic": {
        "type": "string"
      }
    }
  },
  "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-real-voices/real-voices"],"email":"[email protected]"}'

Agents: watch_tool({"toolId": "mcp-registry/dev.workers.panda198271.tw-real-voices/real-voices"}) 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-real-voices%2Freal-voices.svg)](https://glimind.com/server/mcp-registry%2Fdev.workers.panda198271.tw-real-voices%2Freal-voices?ref=badge)
HTML
<a href="https://glimind.com/server/mcp-registry%2Fdev.workers.panda198271.tw-real-voices%2Freal-voices?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fdev.workers.panda198271.tw-real-voices%2Freal-voices.svg" alt="MCP agent-readiness"></a>
reStructuredText
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fdev.workers.panda198271.tw-real-voices%2Freal-voices.svg
   :target: https://glimind.com/server/mcp-registry%2Fdev.workers.panda198271.tw-real-voices%2Freal-voices?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 sha256:0ee3331226408de1…, first seen 2026-10-17, included at leaf 3335 of 74,467. Version history · verify what your client received.

Tools (5)

Compare: most reliable ml servers · most reliable data servers · most reliable search servers

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Claude Desktop · Windsurf · Cline (mcpServers JSON)

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

FAQ

Is the Workers Panda198271 Tw Real Voices Real Voices MCP server down right now?

As of 2026-10-26 17:38 UTC, the Workers Panda198271 Tw Real Voices Real Voices 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 Real Voices Real Voices MCP server provide?

Workers Panda198271 Tw Real Voices Real Voices MCP server advertises 5 tools, including check_ai_text, get_taiwan_post, get_topic_opinions, list_taiwan_posts, search_human_opinions.

How do I install Workers Panda198271 Tw Real Voices Real Voices MCP server?

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

Is the Workers Panda198271 Tw Real Voices Real Voices MCP server safe to connect to an AI agent?

Glimind scanned all 5 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 Real Voices Real Voices 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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