Twothumbs

io.github.asselwan由 GitHub 账号 asselwan 发布v1.0.0更新于 Oct 25, 2026

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

已验证Streamable HTTP可网页运行浏览器自动化开发者工具

概览

AI 生成的概览

一个托管式 MCP 服务器，用于核验 AI 智能体在公开网页上实际做了什么，依据真实结果而非自报成功给出通过或失败判定。

可以做什么
对公开网址运行完整流程的网页判定，操作页面上可见的交互（如点击、用明确标记的合成数据提交表单），并依据真实的下游结果而非自报成功消息给出结论。列出当前为判定配置的目标页面。用促销访问码兑换 API 密钥。持有 API 密钥后还可使用获取上次判定、查询余额和设置自动充值等工具。
适用场景
当你需要独立确认智能体面向网页的工作确实产生了预期结果时使用，例如在公开网站上提交表单或多步交互之后，而不是仅凭智能体自称成功。
运行要求
远程 Streamable HTTP 端点；匿名工具无需本地安装、软件包或 API 密钥。通过兑换访问码或申请获得的 API 密钥可解锁额外工具。需要能访问该托管服务的网络。
安装前请注意
判定工具会主动与公开网页交互，点击并用合成数据提交表单，可能在这些网站上触发真实操作。付费积分包和自动充值涉及花钱。API 密钥属于凭据，应妥善保管。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Twothumbs，将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.asselwan%2Ftwothumbs/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "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.

来源：README.md，提交 f722748

工具

3

run_verdict

Run a full-cycle web verdict

输入参数urlsurfaceregistermax_pages

list_surfaces

List configured surfaces and target URLs

无需输入参数。

redeem_code

Redeem a promotional code for a new API key

输入参数code必填

版本历史

1
  1. v1.0.0最新Sep 16, 2026

评分

已满足适用检查项的 90%

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