Twothumbs

io.github.asselwan由 GitHub 帳號 asselwan 發布v1.0.0更新於 Oct 25, 2026

Verifies AI agent work end to end: real artifacts and outcomes checked, not self-reported success.

已驗證Streamable HTTP可網頁執行瀏覽器自動化開發者工具

概覽

AI 產生的概覽

一個託管式 MCP 伺服器,用來核驗 AI 代理在公開網頁上實際做了什麼,依真實結果而非自稱成功給出通過或失敗判定。

可以做什麼
對公開網址執行完整流程的網頁判定,操作頁面上可見的互動(例如點擊、以明確標示的合成資料提交表單),並依真實的下游結果而非自稱成功的訊息給出結論。列出目前為判定設定的目標頁面。用促銷存取碼兌換 API 金鑰。持有 API 金鑰後還可使用取得上次判定、查詢餘額和設定自動加值等工具。
適用情境
當你需要獨立確認代理面向網頁的工作確實產生預期結果時使用,例如在公開網站上提交表單或多步互動之後,而不是只憑代理自稱成功。
執行需求
遠端 Streamable HTTP 端點;匿名工具無需本機安裝、套件或 API 金鑰。透過兌換存取碼或申請取得的 API 金鑰可解鎖額外工具。需要能連線至該託管服務的網路。
安裝前請注意
判定工具會主動與公開網頁互動,點擊並以合成資料提交表單,可能在这些網站上觸發真實操作。付費點數包和自動加值涉及花錢。API 金鑰屬於憑證,應妥善保管。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Twothumbs,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.asselwan%2Ftwothumbs/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "twothumbs": {
      "type": "http",
      "url": "https://twothumbs.co/mcp"
    }
  }
}

README

TwoThumbs MCP

Verify what your AI agent actually did — not what it says it did.

TwoThumbs is a hosted, remote MCP server built by NOMOI Labs. It engineers an evidence-backed prompt, challenges weak premises, then checks the real artifact and downstream outcome a public web surface actually produced — instead of trusting a self-reported "success" message. It also carries a much larger internal prompt-engineering and verification-lifecycle tool set (51 tools total), of which the 3 tools below are exposed publicly over the hosted HTTP endpoint.

This repository is a thin discovery wrapper: an MCP client config, a Claude Code plugin manifest, and this README. There is no source code to install or build — the server itself is hosted and run by NOMOI at twothumbs.co.

Connect

The server speaks Streamable HTTP at:

https://twothumbs.co/mcp

No local install, no package, no API key required to use the anonymous tools.

Claude Code

bash
claude mcp add --transport http twothumbs https://twothumbs.co/mcp

Or install this repository as a Claude Code plugin (adds the same server via .mcp.json):

/plugin marketplace add asselwan/twothumbs-mcp/plugin install twothumbs@twothumbs-mcp

Cursor

Add to your MCP settings (Cursor Settings → MCP):

json
{  "mcpServers": {    "twothumbs": {      "url": "https://twothumbs.co/mcp"    }  }}

Generic MCP client

json
{  "mcpServers": {    "twothumbs": {      "type": "http",      "url": "https://twothumbs.co/mcp"    }  }}

Works with any client that supports the Streamable HTTP transport — Claude Code, Cursor, Codex, and CI/headless clients included.

Tools

Available anonymously, with a free daily quota:

ToolWhat it does
run_verdictExercises every visible affordance on a public URL — clicking, submitting forms with clearly marked synthetic data — then returns a pass/fail verdict grounded in the real downstream outcome, not a self-reported success message.
list_surfacesLists the target surfaces currently configured for run_verdict.
redeem_codeExchanges an access code for an API key.

An API key additionally unlocks get_last_verdict, get_balance, and set_auto_topup.

Pricing

  • Free — 3 surface scans/day, no signup required.
  • $9 — 100 credits.
  • $29 — 500 credits.

Billing is invoice-based; email through twothumbs.co to request a key, or use redeem_code with an access code.

Links

License

The contents of this repository (plugin manifest, client config, documentation) are MIT licensed — see LICENSE. This license covers only this wrapper repository; it does not extend to the TwoThumbs product or hosted service, which remain the property of NOMOI.

來源:README.md,提交 f722748

工具

3

run_verdict

Run a full-cycle web verdict

輸入參數urlsurfaceregistermax_pages

list_surfaces

List configured surfaces and target URLs

無需輸入參數。

redeem_code

Redeem a promotional code for a new API key

輸入參數code必填

版本歷史

1
  1. v1.0.0最新Sep 16, 2026

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