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trueai

R0· no sign-in

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

v1.0.1 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust90of 100
Uptime, 30 days100%
Latency p501727 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "trueai": {
      "type": "http",
      "url": "https://www.shiflowai.cloud/mcp"
    }
  }
}
claude mcp add --transport http trueai https://www.shiflowai.cloud/mcp
[mcp_servers.trueai]
url = "https://www.shiflowai.cloud/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "trueai": {
      "type": "remote",
      "url": "https://www.shiflowai.cloud/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "trueai": {
      "type": "http",
      "url": "https://www.shiflowai.cloud/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=trueai&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd3d3LnNoaWZsb3dhaS5jbG91ZC9tY3AifQ%3D%3D"
}
{
  "servers": {
    "trueai": {
      "type": "http",
      "url": "https://www.shiflowai.cloud/mcp"
    }
  }
}
{
  "mcpServers": {
    "trueai": {
      "httpUrl": "https://www.shiflowai.cloud/mcp"
    }
  }
}
extensions:
  "trueai":
    enabled: true
    name: "trueai"
    type: streamable_http
    uri: "https://www.shiflowai.cloud/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-03-26; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: recommend_ai_tools (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_ai_tools (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_categories (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 876 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 876 tokens to load them all · tool set 9627fecff775 · checked 2026-10-20 13:49 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 90 / 100

provenance90
liveness100
freshness65
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% ~updated-147d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://www.shiflowai.cloud/mcp streamable-httpnoneyes100%1727 ms2025-03-262026-10-20
https://www.shiflowai.cloud/mcp-sse/sse sseunknownno (13 failures)0%–––

Tools (4)

get_ai_toolResolve 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_toolsBrowse 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_categoriesList 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_toolsFind 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.chenyujing1234-netizen/trueai",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://www.shiflowai.cloud/mcp",
      "type": "streamable-http"
    },
    {
      "url": "https://www.shiflowai.cloud/mcp-sse/sse",
      "type": "sse"
    }
  ],
  "version": "1.0.1",
  "repository": {
    "url": "https://github.com/chenyujing1234-netizen/trueAI",
    "source": "github"
  },
  "websiteUrl": "https://www.shiflowai.cloud",
  "description": "Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by need, name or URL."
}