How is the readability score calculated?

The `get_readability_score` tool starts with a baseline of 100, subtracts 2 points for every paragraph, and adds 5 points for every image, capped at 100.

What is the best time to post for a higher score?

Using `get_posting_time_score`, you can see that publishing between 18:00 and 20:00 yields the highest score (100), followed by the lunch window (12:00-13:00) which yields 80.

Can I use this with Claude Desktop?

Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.

WeChat Article Viral Score Calculator MCP Connector for Claude

A+

Predict the shareability of WeChat articles using structural and topical metrics.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a deterministic engine to estimate the viral potential of WeChat Official Account articles. By analyzing structural elements like paragraph density and image count via get_readability_score, matching content against trending topics with get_keyword_match_score, and evaluating release timing with get_posting_time_score, it produces a comprehensive calculate_total_viral_score. It helps creators optimize content for the WeChat ecosystem's unique consumption patterns.

wechatviral-scorecontent-strategysocial-media-analyticswechat-official-account

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_AOj75BgwCfTU0GwxJ9U2RUJmt7b146P246g7bG3p/mcp

② Claude Code (terminal)

claude mcp add --transport http wechat-article-viral-score-calculator https://edge.vinkius.com/vk_preview_AOj75BgwCfTU0GwxJ9U2RUJmt7b146P246g7bG3p/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "wechat-article-viral-score-calculator": {
      "url": "https://edge.vinkius.com/vk_preview_AOj75BgwCfTU0GwxJ9U2RUJmt7b146P246g7bG3p/mcp"
    }
  }
}

Get full access on Vinkius

The preview token above works for testing. Powered by Vinkius.

Details

Tools: 4
Grade: A+
Score: 100/100
Updated: Oct 1, 2026

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