# io.github.chenyujing1234-netizen/trueai (remote · www.shiflowai.cloud)

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

- Trust score: 58/100 (low)
- Change this week: +5
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `www.shiflowai.cloud`: 27/100, [markdown](https://verifymcp.io/servers/chenyujing1234-netizen-trueai/mcp-sse-sse.md), [page](https://verifymcp.io/servers/chenyujing1234-netizen-trueai/mcp-sse-sse)
- remote · `www.shiflowai.cloud`: 58/100 (this document), [markdown](https://verifymcp.io/servers/chenyujing1234-netizen-trueai/www.md), [page](https://verifymcp.io/servers/chenyujing1234-netizen-trueai/www)

## Channel facts

- Endpoint: `https://www.shiflowai.cloud/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.1`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 4 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 61/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 792 tokens (~198/item across 4 items; 4 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Capabilities**: 40/100
  - Spec-recency check failed: implements MCP spec 2025-03-26; the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http chenyujing1234-netizen-trueai https://www.shiflowai.cloud/mcp
```

### Codex

```toml
[mcp_servers.chenyujing1234-netizen-trueai]
url = "https://www.shiflowai.cloud/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "chenyujing1234-netizen-trueai": {
      "type": "remote",
      "url": "https://www.shiflowai.cloud/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add chenyujing1234-netizen-trueai --url https://www.shiflowai.cloud/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  chenyujing1234-netizen-trueai:
    url: "https://www.shiflowai.cloud/mcp"
```

### Other

```json
{
  "mcpServers": {
    "chenyujing1234-netizen-trueai": {
      "type": "http",
      "url": "https://www.shiflowai.cloud/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 58, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 57, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 56, +2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 54, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 54, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 53, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 52)

First indexed and scored.

## MCP tools (4)

### `recommend_ai_tools` (~176 tokens)

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.

Input parameters:

- `description` (string, required)
- `top_k` (integer)

### `get_ai_tool` (~193 tokens)

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.

Input parameters:

- `include_reviews` (boolean)
- `max_reviews` (integer)
- `name_or_url` (string, required)

### `list_ai_tools` (~267 tokens)

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.

Input parameters:

- `category`
- `form_factor`
- `free_only`
- `page` (integer)
- `page_size` (integer)
- `sort` (string)

### `list_categories` (~69 tokens)

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=...)``.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/chenyujing1234-netizen-trueai/www#diagnostics

## Score history

- 2026-08-03: 58
- 2026-08-02: 57
- 2026-08-01: 57
- 2026-07-31: 56
- 2026-07-30: 54
- 2026-07-29: 54
- 2026-07-28: 53
- 2026-07-27: 53
- 2026-07-26: 52

## Links

- Remote endpoint: https://www.shiflowai.cloud/mcp
- Repository: https://github.com/chenyujing1234-netizen/trueAI
- Website: https://www.shiflowai.cloud/
- Changelog RSS feed: https://verifymcp.io/servers/chenyujing1234-netizen-trueai/www/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/chenyujing1234-netizen-trueai/www/changelog.json
- HTML version of this page: https://verifymcp.io/servers/chenyujing1234-netizen-trueai/www