MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · AI / LLM tooling

真人意見站

By tw-real-voices.panda198271.workers.dev Verified namespace

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。

Website
Connect to 真人意見站
Checks passed
10 / 22

4 failed · 8 not measured

Median response
93 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
130
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 93 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name tw-real-voices.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 93 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 93 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Fail
    Tools described

    1 tools have a description shorter than 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    1 of 8 parameters have a description (13%). The bar is 80%.

  • Fail
    Safety hints

    5 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-09-27T07:18:42.930032Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using 真人意見站

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http mcp-server https://tw-real-voices.panda198271.workers.dev/mcp

Capabilities

Tools 5

check_ai_text

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。

Discovered
get_taiwan_post

取得一篇台灣真人心得全文與回覆。

Discovered
get_topic_opinions

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-flights(便宜機票)、road-bike(公路車)、running-shoes(跑鞋)、home-workout(居家健身)、sleep(睡眠品質)、parenting-screen-time(小孩 3C 使用)、cat-food(貓飼料)、dog-training(狗狗訓練)、ai-chatbot(AI 聊天機器人)、password-manager(密碼管理器)、vpn(VPN)、note-taking-app(筆記軟體)、home-nas(NAS 備份)

Discovered
list_taiwan_posts

列出台灣真人使用心得（有真人驗證、AI 文字標示、讀者投票），可篩主題與只看像真人的。

Discovered
search_human_opinions

搜尋真人寫的意見與使用經驗（非 AI 生成）：台灣網友心得 + PTT、Hacker News、Stack Exchange、Lemmy 討論，每則附可信度；before_chatgpt=true 只回傳 2022-11-30 前的內容。中文查詢會自動翻譯。

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected93 ms5

Related servers

All alternatives

Same function and industry, ranked by checks passed then median latency.

  • Outdated check16 / 22 checks passed
    agent-bev

    agent-bev.aiVerified

    The world's largest agentic B2B hub for beer, wine and spirits. Powered by CUVEE. Trade only.

    OtherAI / LLM tooling

    • Passed: Handshake
    • Passed: Tools listed
    • Passed: Updated recently

    Median latency 75 ms · Last checked

  • Responded15 / 22 checks passed
    QQQ AI Visibility Checker

    qqq.eeVerified

    Free AI visibility check: can AI crawlers read a site, and do ChatGPT, Gemini, Perplexity cite it?

    OtherAI / LLM tooling

    • Passed: Handshake
    • Passed: Tools listed
    • Passed: Updated recently

    Median latency 78 ms · Last checked

  • Outdated check15 / 22 checks passed
    Claude API Pricing

    agentwright.appVerified

    Current Claude API prices and cost estimates with prompt caching and Batch API pricing.

    OtherAI / LLM tooling

    • Passed: Handshake
    • Passed: Tools listed
    • Passed: Updated recently

    Median latency 86 ms · Last checked

  • Outdated check15 / 22 checks passed
    Agentery

    agentery.comVerified

    Find and compare 41,000+ AI agents, MCP servers and APIs, with daily prices and the AEPI price index

    OtherAI / LLM tooling

    • Passed: Handshake
    • Passed: Tools listed
    • Passed: Updated recently

    Median latency 88 ms · Last checked

Explore alternatives to 真人意見站