# trueai MCP server

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

## Links
- Registry page: https://www.getdrio.com/mcp/io-github-chenyujing1234-netizen-trueai
- Repository: https://github.com/chenyujing1234-netizen/trueAI
- Website: https://www.shiflowai.cloud

## Install
- Endpoint: https://www.shiflowai.cloud/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://www.shiflowai.cloud/mcp
- Remote endpoint: https://www.shiflowai.cloud/mcp-sse/sse

## Tools
- recommend_ai_tools - 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.
     Endpoint: https://www.shiflowai.cloud/mcp
- get_ai_tool - 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.
     Endpoint: https://www.shiflowai.cloud/mcp
- list_ai_tools - 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.
     Endpoint: https://www.shiflowai.cloud/mcp
- list_categories - 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=...)``.
     Endpoint: https://www.shiflowai.cloud/mcp

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: io.github.chenyujing1234-netizen
- Version: 1.0.1
- Runtime: Sse, Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: May 26, 2026
- Source: https://registry.modelcontextprotocol.io