Trueai

Name: Trueai
Author: chenyujing1234-netizen

by chenyujing1234-netizenversion 1.0.1i★ –iRuns in the cloud

Registry nameio.github.chenyujing1234-netizen/trueai

Install

Overview

Description from the maker (original English)

Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by need, name or URL.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP, SSE
Category: Other

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://www.shiflowai.cloud/mcp

Run this in your terminal

claude mcp add --transport http trueai https://www.shiflowai.cloud/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "trueai": {
      "url": "https://www.shiflowai.cloud/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "trueai": {
      "type": "http",
      "url": "https://www.shiflowai.cloud/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://www.shiflowai.cloud/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account chenyujing1234-netizen, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Otheri

More stars than 0% of the other 18345 servers in this category
Published to the registry more recently than 9% of the other 18345 servers in this category
Basic checks equal to or better than 100% of the other 18345 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Trueai safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 5 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, ScienceShot science reference

Alternatives

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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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Runs on your computer★ 440MITUpdated 14 months ago

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Remote Desktop Commander

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Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated 2 days ago

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ScienceShot science reference

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Sourced, citable answers in radiation and particle physics, photonics, electronics and quantum.

Runs in the cloudUpdated today

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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

真选AI (TrueAI) — 新一代 AI 导航，懂你

我来帮你省钱，我来帮你省时间。

数据实时、人工评测、无广告。

没有最好的，只有最适合你的。

TrueAI 是一个面向 AI 工具的 智能体推荐 + 人工评测 + 对话式导航 平台 MVP。用户可以：

浏览按类目组织的 AI 工具卡片墙（带吊绳轻摆动效）
用对话的方式让 "懂你" 助手反问并推荐（流式 SSE）
查看多维排行榜，支持"用自然语言生成专属排名"
把最多 3 个工具加入对比抽屉，做并排多维对比
阅读 / 提交工具评测（审核通过后可获得现金奖励；MVP 仅保留表结构）

🤖 接入你的 AI Agent（MCP / Skill）

TrueAI 1600+ 应用目录已封装成 MCP Server 和 单文件 Skill，让你的 agent 直接获得"挑 AI 工具"的能力。完整文档：skills/trueai/SKILL.md。

一行接入 MCP（Claude Desktop / Cursor / Cline / Continue / Windsurf）

{ "mcpServers": { "trueai": { "url": "https://www.shiflowai.cloud/mcp" } } }

接入后 agent 立即获得 4 个工具：

工具	用途
`recommend_ai_tools(description, top_k)`	用户自然语言需求 → 推荐合适应用
`get_ai_tool(name_or_url, include_reviews)`	名称 / slug / 官网 URL → 应用完整信息
`list_ai_tools(category, free_only, ...)`	按分类 / 形态 / 是否免费浏览目录
`list_categories()`	列出全部分类

无 MCP 也能用——drop-in skill 文件

把 skills/trueai/SKILL.md 复制到任意 agent 的 skills 目录， agent 就会按文档里 curl 示例直接调 https://www.shiflowai.cloud/api/*。

数据 schema

每个 AI 应用 34 个结构化字段（评分 / 价格 / 形态 / 评论 / 链接 …），完整 JSON Schema：docs/ai_tool_schema.json。

🕷️ 数据从哪里来：StructAIWeb（核心采集智能体）

TrueAI 网站里 1600+ 应用的结构化字段——名称、Logo、Slogan、定价、子功能列表、易用性 / 效果 / 性价比评分等——不是人工录入的，而是由我们另一个开源项目 [StructAIWeb](https://github.com/chenyujing1234-netizen/StructAIWeb) 自动跑出来的。它是 TrueAI 数据管线的 核心 AI 智能体：

维度	说明
仓库	https://github.com/chenyujing1234-netizen/StructAIWeb
形态	Windows 桌面 GUI + CLI（Python + Playwright）
浏览器	通过 CDP 接管你本地已登录的 Chrome，天然复用 Cookie / 扩展，规避大多数风控
探索	启发式按「价格 → 功能 → 关于 → 文档」遍历站点，自动点 CTA 进入主功能区
试用	主动输入提示词、点 "生成 / 提交"，永远避开 "购买 / 充值 / 订阅" 按钮
视觉	可选启用多模态视觉模型（Qwen-VL / GPT-4o / GLM-4V）识别"该点哪个按钮"
登录墙	自动检测并暂停，等你完成登录后继续
整合	把所有页面快照交给 LLM 输出结构化 JSON + 三项主观评分（usability / effect / price）
输出字段	与 `docs/ai_tool_schema.json` 完全对齐
License	MIT

简言之：

StructAIWeb 负责"看懂一个 AI 网站"，TrueAI 负责"把上千个看懂的结果织成一个懂你的导航站"。

想自己跑数据 / 扩展更多 AI 工具？fork StructAIWeb，跑完把 output/*.json 喂进 TrueAI 的 backend/scripts/sync_*.py 入库脚本即可。

技术栈

层	选型
后端	Python 3.10+ / FastAPI 0.115 / SQLAlchemy 2 / Alembic / PyMySQL
前端	Next.js 14 (App Router, 纯 JavaScript) / Tailwind CSS / Framer Motion / Zustand
数据库	MySQL 8 (`114.55.254.123:3306/trueai`)
LLM	阿里云 DashScope (`qwen-plus`)，未配置 Key 时自动回退 Mock 文案
鉴权	JWT (python-jose) + bcrypt

目录结构

TrueAI/

├── backend/ # FastAPI 服务 │ ├── app/ │ │ ├── core/ # 配置 / DB / 安全 │ │ ├── models/ # ORM 模型 │ │ ├── schemas/ # Pydantic │ │ ├── api/routers/ # auth / categories / tools / reviews / rankings / stats / search │ │ ├── services/llm/ # Qwen 与 Mock 两种 Provider │ │ ├── services/recommend.py # 意图抽取 + MySQL 候选召回 │ │ └── seeds/seed_tools.py │ ├── alembic/ │ └── requirements.txt └── frontend/ # Next.js 14 ├── app/ # layout / page / category / tool / search / rankings / compare / earn ├── components/ # NavBar / HeroTypewriter / Sidebar / ToolCard / CompareBar / ChatSearch ... ├── lib/ # api.js / compareStore.js / labels.js └── tailwind.config.js

快速开始

前提：已安装 Python 3.10+、Node 20+、能访问 MySQL 114.55.254.123:3306。

1. 后端

cd backend

python3 -m venv venv source venv/bin/activate pip install -r requirements.txt cp .env.example .env # 按需改 JWT_SECRET / DASHSCOPE_API_KEY

首次：执行数据库迁移 + 种子数据

alembic upgrade head python -m app.seeds.seed_tools

uvicorn app.main:app --host 0.0.0.0 --port 8000 --reload

http://localhost:8000/docs 查看 OpenAPI

2. 前端

cd frontend

npm install cp .env.local.example .env.local # 默认指向 http://127.0.0.1:8000 npm run dev

打开 http://localhost:3000

环境变量

`backend/.env`

变量	说明
`DATABASE_URL`	形如 `mysql+pymysql://user:pass@host:3306/trueai`，密码中特殊字符需 URL 编码（`@` → `%40`）
`JWT_SECRET`	JWT 签名密钥，生产请替换为长随机串
`JWT_EXPIRES_MINUTES`	token 过期分钟数，默认 7 天
`LLM_PROVIDER`	`qwen`（默认）。为空或 Key 缺失时自动回退 Mock
`DASHSCOPE_API_KEY`	通义千问 Key，在 DashScope 控制台创建
`QWEN_MODEL`	默认 `qwen-plus`，可换成 `qwen-turbo` / `qwen-max`
`CORS_ORIGINS`	允许的前端 origin，逗号分隔

`frontend/.env.local`

变量	说明
`NEXT_PUBLIC_API_BASE`	后端 Base URL，开发默认 `http://127.0.0.1:8000`

前端所有 /api/* 请求在 Next.js 端通过 rewrites 代理到后端，避免浏览器 CORS 问题。

核心 API

接口	说明
`GET /api/health`	健康检查
`GET /api/stats`	首页横幅用：工具数 / 分类数 / 评测数 / 价值观文案
`GET /api/categories`	全部分类 + 每类工具数
`GET /api/tools`	列表 + 多维筛选 + 排序 + 分页
`GET /api/tools/{id 或 slug}`	智能体详情
`POST /api/tools/compare`	对比（body 为 id 列表）
`GET /api/rankings?dimension=&category=&top=`	排行榜
`POST /api/reviews`	提交评测（需 Bearer token）
`GET /api/reviews?tool_id=&status_filter=approved`	评测列表
`POST /api/search/chat`	对话搜索，SSE 流：`event: meta` + 多个 `event: delta` + `event: done`
`GET /api/search/chat?q=...`	非流式兜底：直接给候选和外部导航
`POST /api/auth/register` / `/login` / `GET /api/auth/me`	注册 / 登录 / 查询当前用户

种子数据自带一个管理员账号：admin / admin123456（生产请删除或改密）。

"懂你"对话搜索的工作方式

客户端把当前会话（含历史）POST 到 /api/search/chat。
后端根据最新 user 消息，用关键词字典抽取 类目 / 人群 / 免费 / 国内直连 等意图。
先从 MySQL 召回 ≤ 6 个候选，立即通过 event: meta 推送给前端（前端马上渲染卡片）。
接着把系统 Prompt + 候选摘要 + 会话历史交给 Qwen 流式输出，按字/片推送 event: delta。
若候选为空，meta 中带 external 外部 AI 导航站清单，前端展示"去别家看看"。

常见问题

`ValueError: invalid interpolation syntax`：Alembic 读 % 会报错。alembic/env.py 已做 % → %% 转义。
`pymysql` 连接慢 / 超时：pool_pre_ping=True、pool_recycle=3600 已打开；请确认 MySQL 白名单已允许你的出口 IP。
前端 API 跨域：开发期通过 next.config.js rewrites 代理，无需额外处理。部署时建议把后端放到同域 /api/* 路径下。
Qwen 没配 Key：/api/search/chat 会自动回退到 Mock Provider，候选卡片依然是真实数据，只是 AI 文案是占位。

下一步（非 MVP）

任务 / 赏金系统：管理员发布任务 → 用户领取评测 → 后台审核 → 微信提现
用户自发布任务
评测通过后自动刷新工具的综合评分
微信登录 + 手机号登录
工具增删改的管理后台

MIT License.

Trueai

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

ScienceShot science reference

README from the maker

真选AI (TrueAI) — 新一代 AI 导航，懂你

🤖 接入你的 AI Agent（MCP / Skill）

一行接入 MCP（Claude Desktop / Cursor / Cline / Continue / Windsurf）

无 MCP 也能用——drop-in skill 文件

数据 schema

🕷️ 数据从哪里来：StructAIWeb（核心采集智能体）

技术栈

目录结构

快速开始

1. 后端

首次：执行数据库迁移 + 种子数据

http://localhost:8000/docs 查看 OpenAPI

2. 前端

打开 http://localhost:3000

环境变量

backend/.env

frontend/.env.local

核心 API

"懂你"对话搜索的工作方式

常见问题

下一步（非 MVP）

`backend/.env`

`frontend/.env.local`