MCP.Market

Trueai MCP server

online · 100% uptime
by chenyujing1234-netizen·io.github.chenyujing1234-netizen/trueai·v1.0.1
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Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by need, name or URL.

B77/100grade B
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Safety scan
B77/100

full report

Adoption
New

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If you have run it, two minutes of your experience saves the next person an afternoon.

Trueai tools (4)

write = sends, deletes, buys or posts
  • get_ai_toolFree

    Resolve and return the full structured record of one AI app. Parameters ---------- name_or_url : str The AI app's display name (e.g. 'Cursor', '通义千问'), its TrueAI slug, a numeric id, or its official URL (e.g. 'https://cursor.com'). include_reviews : bool (default false) If true, attach up to ``max_reviews`` real user reviews (sourced from watcha.cn). Useful for social proof / real-world usage tips. max_reviews : int (1-20, default 5) Cap on attached reviews. Resolution order: numeric id → exact slug → official_url substring → brand keyword from URL → fuzzy name/tagline match.

  • list_ai_toolsFree

    Browse the catalog with structured filters and sorting. Parameters ---------- category : str | None Optional category slug to filter by, e.g. 'coding', 'image-gen', 'writing'. Use list_categories() to discover slugs. free_only : bool | None If true, only return tools with a free tier. form_factor : str | None Filter by product form: 'saas' | 'mobile' | 'cli' | 'windows_app' | 'web' | 'browser_extension' | 'api'. sort : str (default 'overall') Sort key: 'overall' | 'usability' | 'effect' | 'price' | 'speed' | 'reviews' | 'new'. page : int (>=1, default 1) page_size : int (1-100, default 20) Returns ``{items, total, page, page_size}``. Each item is a brief record; call ``get_ai_tool`` to drill in.

  • list_categoriesFree

    List every category in the TrueAI catalog. Each entry has ``slug``, ``name``, optional ``icon``, ``sort_order``, ``parent_id`` and ``tool_count``. Use the returned slugs to filter ``list_ai_tools(category=...)``.

  • recommend_ai_toolsFree

    Find AI tools that match a natural-language user need. Parameters ---------- description : str The user's need in their own words. Be specific about the scenario, audience, platform, language and budget when known. Examples: '我是新手想学编程，要免费的 AI 工具'; 'I need an AI to generate a 10-page PPT from an outline'. top_k : int (1-10, default 5) Maximum number of candidates to return. Returns ------- JSON: {intents, candidates, external}. ``candidates`` is already ranked by relevance & score. ``external`` lists fallback nav sites only when no in-catalog candidate matches.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 3680ms17/20
  • Tool poisoning4 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenancelast push 122 days ago8/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 77/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Trueai compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
77/100
higher than 50% of 48,255 servers
Tools
4
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
1,924 ms
faster than 5% of 30,031 servers

What its tools let an agent do: 4 read

Install Trueai in Claude Code, Cursor or VS Code

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

What the publisher says

From the Trueai repository's README, as published. We do not edit it. Read it on GitHub

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：

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/aitoolschema.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 自动跑出来的。 它是 TrueAI 数据管线的 核心 AI 智能体：

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

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

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Trueai: common questions

Is Trueai MCP server safe?
Mostly: it is graded B (77/100). Read the Trueai safety report
How do I install Trueai?
It runs remotely at www.shiflowai.cloud. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Trueai need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Trueai maintained?
The last commit was 160 days ago (2026-05-28). The latest release is v1.0.1.
Is Trueai up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does Trueai compare with other MCP servers?
safety score 77/100 (higher than 50% of 48,255 servers); tools 4 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.